✦ AI Codebook Generator
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Thematic Analysis
Grounded Theory
Phenomenology
Discourse Analysis
Content Analysis
Generated Codes · 6 suggestions ready
✦ AI Generated
Information Overwhelm
96% match
Instances where patients report feeling cognitively or emotionally overwhelmed by the volume or complexity of clinical, administrative, or procedural information presented during or after diagnosis.
Consent & Literacy Barriers
91% match
Patient-reported difficulty understanding consent forms, clinical trial requirements, or treatment agreements, including emotional responses to document complexity and length.
Family System Involvement
89% match
Descriptions of family members' roles in healthcare decisions, including both supportive and conflicting dynamics between patient autonomy and collective family decision-making.
Structural Care Gaps
82% match
References to systemic failures in care continuity, follow-up scheduling, care coordination, or access to specialist referrals that leave patients without guidance during critical decision periods.