{"id":"W4410813486","doi":"10.2196/59949","title":"Identifying Adaptations to an mHealth Alcohol Reduction Intervention for Reducing Alcohol Use in Adolescent and Young Adult Cancer Survivors: Qualitative Study","year":2025,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Cancer Institute","keywords":"Preprint; mHealth; Intervention (counseling); Key (lock); Psychology; Gerontology; Psychological intervention; Medicine; Computer science; World Wide Web; Computer security; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01297193,0.0004468935,0.0004917331,0.000880012,0.004030877,0.001450867,0.001371557,0.0007922941,0.001738528],"category_scores_gemma":[0.01684743,0.0004868121,0.0004940717,0.0008634544,0.003321951,0.00196979,0.003605495,0.001539569,0.0001836816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003421546,"about_ca_system_score_gemma":0.005358379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006106964,"about_ca_topic_score_gemma":0.01327332,"domain_scores_codex":[0.9933256,0.005153263,0.0002469082,0.0002828132,0.0004034232,0.0005879483],"domain_scores_gemma":[0.9889666,0.008261004,0.000800434,0.0002739793,0.000983507,0.0007145449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004633297,0.0001523596,0.005010347,0.0005311422,0.000009167845,0.0006885415,0.9783896,0.00004145275,0.001171621,0.0006475776,0.0006182223,0.01269364],"study_design_scores_gemma":[0.00001566616,0.0001846612,0.004043334,0.0005763295,0.00001762415,0.0002826067,0.9831875,0.0001386481,0.0008228555,0.0002353275,0.0104794,0.00001592138],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901292,0.0006695361,0.003590566,0.001607117,0.00006656699,0.001187623,0.0001934674,0.00002119435,0.002534773],"genre_scores_gemma":[0.9873783,0.001382208,0.005894524,0.001292052,0.00002639861,0.001852086,0.0001344329,0.00003212041,0.00200792],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01297193,"threshold_uncertainty_score":0.06860298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1568906167180211,"score_gpt":0.4992710822026228,"score_spread":0.3423804654846017,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}