{"id":"W4393080354","doi":"10.3390/curroncol31040128","title":"Meaningful Patient Engagement in Adolescent and Young Adult (AYA) Cancer Research: A Framework for Qualitative Studies","year":2024,"lang":"en","type":"article","venue":"Current Oncology","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Simon Fraser University; Centre for Advancing Health Outcomes; Ottawa Hospital; University of British Columbia","funders":"Canadian Institutes of Health Research; Social Sciences and Humanities Research Council; Social Sciences and Humanities Research Council of Canada; Canada Research Chairs","keywords":"Medicine; Qualitative research; Cancer; Data science; Family medicine; Internal medicine; Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2744156,0.001771762,0.002072344,0.007756604,0.01863755,0.01680272,0.006747792,0.005633929,0.003056644],"category_scores_gemma":[0.1405911,0.001926934,0.001868356,0.006151776,0.04539746,0.01652125,0.01800912,0.007686985,0.0005768214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02994881,"about_ca_system_score_gemma":0.05112698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01830569,"about_ca_topic_score_gemma":0.02767268,"domain_scores_codex":[0.6522335,0.3313913,0.006047097,0.003317139,0.004000686,0.003010141],"domain_scores_gemma":[0.7247173,0.24251,0.007872567,0.009310369,0.01003853,0.005551255],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005318208,0.0001113408,0.002030007,0.002214915,0.00004244124,0.0005130987,0.8027524,0.0005646934,0.0004241532,0.1623617,0.002156445,0.02677556],"study_design_scores_gemma":[0.0001040339,0.0001413001,0.0009391345,0.01014328,0.00006278687,0.0004894921,0.7134703,0.001669477,0.0006209206,0.1889663,0.08329426,0.00009870341],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.08380651,0.02024918,0.6511185,0.1437235,0.001426316,0.03727571,0.00122112,0.0003737997,0.06080545],"genre_scores_gemma":[0.3693732,0.008238454,0.5481253,0.009702538,0.0001730084,0.0599878,0.0003423927,0.0001525651,0.003904796],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.7255844,"threshold_uncertainty_score":0.8947747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8753270225000646,"score_gpt":0.7175047490993788,"score_spread":0.1578222734006858,"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."}}