{"id":"W4400320478","doi":"10.2196/preprints.57103","title":"Suicidal Ideation and Attempts Among Youth With Physical-Mental Comorbidity in Canada: Proposal for an Epidemiological Study (Preprint)","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Comorbidity; Preprint; Epidemiology; Suicidal ideation; Psychiatry; Psychology; Mental health; Suicide prevention; Medicine; Gerontology; Poison control; Environmental health; Computer science","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":[0.006817259,0.0005726991,0.0009904027,0.004841553,0.003823125,0.002813427,0.002094285,0.001489861,0.002951375],"category_scores_gemma":[0.01497548,0.0006937978,0.002732799,0.01218213,0.000696866,0.00133094,0.001979396,0.001586175,0.0004451089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03355051,"about_ca_system_score_gemma":0.1432099,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9863458,"about_ca_topic_score_gemma":0.985366,"domain_scores_codex":[0.9973434,0.000381634,0.0004415378,0.0002248993,0.0009650034,0.0006435246],"domain_scores_gemma":[0.9856295,0.0009067076,0.0008434575,0.000427158,0.01060199,0.00159108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001495481,0.000140686,0.9438768,0.000857686,0.0002248041,0.0001314577,0.001128212,0.0001851143,0.00009236787,0.001349164,0.02998825,0.02187595],"study_design_scores_gemma":[0.00008992679,0.00008451644,0.9845157,0.001455829,0.0002504801,0.00008897826,0.002846992,0.0005718244,0.00005449469,0.0002574347,0.009745979,0.00003782636],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.6189048,0.02724909,0.004754081,0.08862864,0.003427878,0.01746277,0.2146422,0.000262693,0.0246679],"genre_scores_gemma":[0.7937247,0.03163607,0.02966338,0.01850903,0.001003665,0.01870219,0.09555153,0.00008113989,0.01112839],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.03355051,"threshold_uncertainty_score":0.2434271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08216479202291137,"score_gpt":0.3575033760267998,"score_spread":0.2753385840038884,"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."}}