{"id":"W4377564192","doi":"10.3389/fresc.2023.1069464","title":"Mental health problems among transition-aged youth with physical disabilities: an initial evaluation","year":2023,"lang":"en","type":"article","venue":"Frontiers in Rehabilitation Sciences","topic":"Adolescent and Pediatric Healthcare","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Interdisciplinary Research in Rehabilitation; McGill University","funders":"Canadian Institutes of Health Research","keywords":"Somatization; Psychology; Mental health; Clinical psychology; Depression (economics); Association (psychology); Affect (linguistics); Developmental psychology; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001126252,0.0003926688,0.0003743724,0.001522384,0.00100714,0.0005774383,0.0002731349,0.0003569196,0.001070025],"category_scores_gemma":[0.001331052,0.0002010134,0.0006077132,0.0006401062,0.0002802804,0.0005331298,0.001016639,0.0005961845,0.000209072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001036415,"about_ca_system_score_gemma":0.001508423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01008971,"about_ca_topic_score_gemma":0.02704876,"domain_scores_codex":[0.9996152,0.00008822303,0.0000663181,0.00002435234,0.0001016843,0.0001041871],"domain_scores_gemma":[0.9988626,0.0001209509,0.0001804153,0.00002166726,0.0004067515,0.0004076651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004478865,0.001662059,0.9752882,0.0001858403,0.0000299891,0.0007522067,0.001417369,0.00007078103,0.0004317568,0.00002899857,0.0006540245,0.0190309],"study_design_scores_gemma":[0.00005302107,0.001709648,0.9951906,0.0000477575,0.00003482689,0.0004313648,0.001705612,0.00007884709,0.0001418759,0.0000122913,0.0005885182,0.000005603498],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972056,0.0003902062,0.00005335462,0.0001019589,0.000007090703,0.000726814,0.0004735051,0.000005746401,0.001035614],"genre_scores_gemma":[0.9957798,0.0009677131,0.0005396358,0.00009455656,0.00002599118,0.0006811781,0.001240352,0.00000254922,0.0006682438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01008971,"threshold_uncertainty_score":0.02006191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1203569123666091,"score_gpt":0.4664198266289457,"score_spread":0.3460629142623367,"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."}}