{"id":"W4411857144","doi":"10.1111/cch.70109","title":"Preparing Implementation of Transition Readiness Screening: What Do Paediatric Cancer Survivors and Caregivers Want?","year":2025,"lang":"en","type":"article","venue":"Child Care Health and Development","topic":"Adolescent and Pediatric Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital; Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Focus group; Thematic analysis; Preparedness; Distress; Health care; Medicine; Psychology; Transition (genetics); Nursing; Qualitative research; Family medicine; Clinical psychology; Political science; Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004117769,0.0001738732,0.0003357519,0.0002526689,0.001019415,0.00001692937,0.00006117199,0.0001405781,0.00002495356],"category_scores_gemma":[0.0000130199,0.0001654379,0.00002453155,0.0003105449,0.00003102863,0.0001877366,0.00006989006,0.0002863966,9.381353e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002740257,"about_ca_system_score_gemma":0.002195284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004637727,"about_ca_topic_score_gemma":0.01031791,"domain_scores_codex":[0.9980772,0.0002237197,0.0006746394,0.0003478174,0.0002074173,0.0004692595],"domain_scores_gemma":[0.9990081,0.0001053269,0.0002515996,0.0001214115,0.0002138571,0.0002997401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004731599,0.000006618118,0.3376301,0.004011282,0.00001525598,4.310808e-7,0.08839396,0.000001980336,2.311005e-7,0.00005925592,0.0007546914,0.5690789],"study_design_scores_gemma":[0.002391648,0.00008004693,0.4143466,0.003004073,0.00003224112,0.00000109647,0.5327395,0.00001393243,0.00003270753,0.0000228834,0.0470574,0.0002779152],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8881071,0.09905485,0.001745347,0.006999849,0.001264269,0.002245746,0.00006626501,0.00008400043,0.0004325846],"genre_scores_gemma":[0.9469941,0.04982505,0.0005997048,0.00205784,0.0001598854,0.0001207781,0.000198664,0.00001451267,0.00002948732],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5688009,"threshold_uncertainty_score":0.7840618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0274913966190473,"score_gpt":0.3955794189517853,"score_spread":0.368088022332738,"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."}}