{"id":"W7162096695","doi":"10.82308/13858","title":"Mental health outcomes in adolescents and emerging adults with diabetes","year":2019,"lang":"en","type":"dissertation","venue":"","topic":"Adolescent and Pediatric Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diabetes mellitus; Mental health; Young adult; Proportional hazards model; Cohort; Hazard ratio; Cohort study; Type 1 diabetes; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006211728,0.0002139377,0.0003432637,0.0008997142,0.001108741,0.0008627915,0.0005245043,0.0003129579,0.001441792],"category_scores_gemma":[0.001971848,0.0001901695,0.0004998837,0.001010926,0.0003122447,0.0004976101,0.0008554836,0.00117913,0.0001015151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00276683,"about_ca_system_score_gemma":0.002363791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4128982,"about_ca_topic_score_gemma":0.5249488,"domain_scores_codex":[0.9995302,0.00007091731,0.00004756729,0.00007237558,0.000110154,0.0001688765],"domain_scores_gemma":[0.9988322,0.00006789825,0.0004598686,0.00002261777,0.000270505,0.0003469152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001609959,0.00003527517,0.9974241,0.00002646439,0.00002549926,0.00006728003,0.0002961784,0.00001227238,0.00002090559,0.0000326613,0.0004559081,0.001587383],"study_design_scores_gemma":[0.000004538185,0.00002234293,0.9984895,0.00008032964,0.00001638158,0.0001164017,0.0008554124,0.00004193628,0.00001037313,0.00002281822,0.0003372258,0.000002728254],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922798,0.001389818,0.00006286804,0.0005644812,0.00003400749,0.000109842,0.003336288,0.000003510633,0.002219442],"genre_scores_gemma":[0.996025,0.001259899,0.0001398354,0.0003476001,0.0000234779,0.0000745907,0.001885399,0.000001749641,0.0002424222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4128982,"threshold_uncertainty_score":0.8209897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02210583742874106,"score_gpt":0.395884943283178,"score_spread":0.373779105854437,"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."}}