{"id":"W6945112622","doi":"10.25384/sage.c.6650051.v1","title":"Cross-sectional Study of Factors Associated With Suicide Ideation in Ontario Adolescents","year":2023,"lang":"en","type":"other","venue":"Sage Journals Data","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Feeling; Suicidal ideation; Suicide prevention; Poison control; Interpersonal communication; Logistic regression; Suicide attempt; Psychological intervention; Injury prevention","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"dataset","about_ca_system":false,"about_ca_topic":true,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"dataset","about_ca_system":false,"about_ca_topic":true,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005951769,0.0003416743,0.0004017523,0.001110452,0.002154943,0.0008380617,0.0007177315,0.0003246707,0.001697427],"category_scores_gemma":[0.001507918,0.0004989397,0.000594517,0.002076914,0.0004455341,0.0003099756,0.0007418551,0.0005565475,0.0002619857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008911607,"about_ca_system_score_gemma":0.009073381,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9141368,"about_ca_topic_score_gemma":0.9602441,"domain_scores_codex":[0.9993062,0.00006413601,0.00006300416,0.00009979442,0.0002829959,0.0001838361],"domain_scores_gemma":[0.9984946,0.0000644481,0.0004632565,0.00007171578,0.0005816598,0.0003242705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000009900355,0.00002829087,0.9980485,0.0000118894,0.00001191795,0.00003713109,0.0008873647,0.000006593285,0.00007302211,0.00001392161,0.000161271,0.0007102795],"study_design_scores_gemma":[0.00000197808,0.00002056838,0.9980243,0.00001074067,0.000008208202,0.00002143819,0.001500592,0.00003070686,0.00001535402,0.000004133552,0.0003599454,0.000001977826],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977563,0.0001312589,0.00005334841,0.00006354087,0.000006892452,0.00007850313,0.001050861,0.000003149089,0.0008561855],"genre_scores_gemma":[0.9972669,0.0003037924,0.0001653426,0.00006362014,0.000005279174,0.0001135111,0.001082322,0.000003114781,0.0009961566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08586323,"threshold_uncertainty_score":0.1727378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1556754403506622,"score_gpt":0.3733578712717861,"score_spread":0.2176824309211239,"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."}}