{"id":"W3002958378","doi":"10.1016/j.jad.2020.01.111","title":"Mixed episodes and suicide risk: A community sample of young adults","year":2020,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"Fundação de Amparo à Pesquisa do Estado do Rio Grande do Sul; Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"Suicide prevention; Poison control; Injury prevention; Human factors and ergonomics; Occupational safety and health; Psychology; Medicine; Sample (material); Psychiatry; Clinical psychology; Medical emergency; Chemistry","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0003246453,0.0004189207,0.0006347591,0.001676498,0.001952128,0.001500266,0.0003510485,0.0008247274,0.002366001],"category_scores_gemma":[0.001471239,0.000689172,0.0004260141,0.001375506,0.0003554607,0.0009756897,0.0008243069,0.0008783307,0.0005318566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003681684,"about_ca_system_score_gemma":0.0004249065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02214087,"about_ca_topic_score_gemma":0.04222454,"domain_scores_codex":[0.9997213,0.00006546747,0.00004651805,0.00005182253,0.00005893272,0.00005582624],"domain_scores_gemma":[0.9993206,0.0000733749,0.0001626123,0.00003356517,0.0001312922,0.0002786114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009186133,0.0002532793,0.9965096,0.0000105127,0.00003771791,0.0002127065,0.00167558,0.000006699004,0.0002714928,0.00001311979,0.00008107794,0.0008363639],"study_design_scores_gemma":[0.00001570777,0.0002784077,0.9915619,0.00001042021,0.00003460605,0.0005637421,0.007261201,0.0000616117,0.00004474113,0.00002002304,0.0001418521,0.000005788305],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995995,0.00007751853,0.00001862955,0.00001623743,0.000004479905,0.00001267566,0.00008053589,8.917725e-7,0.0001894944],"genre_scores_gemma":[0.9990971,0.0001598937,0.00004122808,0.00005517326,0.000009787504,0.00001724665,0.000207215,0.000001599109,0.000410808],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02214087,"threshold_uncertainty_score":0.04402399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03231794109480695,"score_gpt":0.3033129057693645,"score_spread":0.2709949646745576,"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."}}