{"id":"W4381548525","doi":"10.1016/j.hctj.2023.100004","title":"Health status and health care utilization profiles of adolescents with disabilities","year":2023,"lang":"en","type":"article","venue":"Health Care Transitions","topic":"Adolescent and Pediatric Healthcare","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health; Institute for Clinical Evaluative Sciences; University Health Network; University of Toronto; SickKids Foundation; Holland Bloorview Kids Rehabilitation Hospital; Hospital for Sick Children; Toronto Rehabilitation Institute","funders":"Ministry of Long-Term Care; Kementerian Kesihatan Malaysia; Canada Research Chairs; Institute for Clinical Evaluative Sciences; Ontario Neurotrauma Foundation; Ministry of Health, Ontario","keywords":"Health care; Medicine; Quality of life (healthcare); Cerebral palsy; Acquired brain injury; Rehabilitation; Emergency department; Observational study; Gerontology; Family medicine; Physical therapy; Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0006983389,0.0003461984,0.0008798148,0.0004098883,0.002416414,0.00001089126,0.0001216495,0.0002041522,0.00004396091],"category_scores_gemma":[0.00004611991,0.0003130469,0.00008694965,0.001185555,0.0002049455,0.0001713539,0.00004433267,0.0007522994,0.00004032982],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001056463,"about_ca_system_score_gemma":0.00855524,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.006925825,"about_ca_topic_score_gemma":0.01898561,"domain_scores_codex":[0.9945773,0.001219777,0.001358925,0.0006012074,0.0005850143,0.001657747],"domain_scores_gemma":[0.997259,0.0001537591,0.0005528863,0.0004596146,0.000553009,0.001021758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001832149,0.000100917,0.5660111,0.05576113,0.00001724754,0.000001442945,0.3447942,0.00002325209,7.306986e-7,0.001673528,0.01266828,0.01876497],"study_design_scores_gemma":[0.002046009,0.001130173,0.5698494,0.004526679,0.00001857972,0.000001910918,0.4139335,0.00002610046,0.000001702518,0.0000585851,0.008107721,0.0002996605],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7097283,0.05922045,0.003135589,0.1926115,0.001943515,0.01885686,0.01137538,0.002287005,0.0008413639],"genre_scores_gemma":[0.9843892,0.00660414,0.0004391333,0.005301998,0.000304229,0.0002679895,0.002547829,0.00008324849,0.0000622053],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2746609,"threshold_uncertainty_score":0.9999322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1117123321123163,"score_gpt":0.445003657874838,"score_spread":0.3332913257625217,"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."}}