{"id":"W3006498250","doi":"10.1016/j.jpsychires.2020.02.010","title":"Motivations for suicide: Converging evidence from clinical and community samples","year":2020,"lang":"en","type":"article","venue":"Journal of Psychiatric Research","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":41,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"American Foundation for Suicide Prevention","keywords":"Psychology; Clinical psychology; Suicide prevention; Interpersonal communication; Poison control; Human factors and ergonomics; Suicide attempt; Injury prevention; Psychometrics; Superordinate goals; Descriptive statistics; Psychiatry; Social psychology; Medicine; Medical emergency","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":[0.004055328,0.0005980964,0.001124189,0.003417682,0.002057263,0.002981478,0.001194993,0.001882387,0.003546608],"category_scores_gemma":[0.02715924,0.0006269657,0.0006732255,0.00222069,0.00197497,0.00162352,0.001930218,0.001311188,0.000562382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005709295,"about_ca_system_score_gemma":0.0007158287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003799889,"about_ca_topic_score_gemma":0.008329911,"domain_scores_codex":[0.9979656,0.0009039926,0.000250622,0.0002549223,0.0004749114,0.000149969],"domain_scores_gemma":[0.9858526,0.007755095,0.002400062,0.0007606879,0.002512818,0.0007186851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003302005,0.0004276041,0.9838465,0.0001857387,0.0002136001,0.0001355578,0.005755746,0.00002513364,0.0002684557,0.0002580704,0.0002717031,0.008281571],"study_design_scores_gemma":[0.00004442754,0.000195182,0.9880475,0.0001478684,0.0001269254,0.0006214175,0.009688966,0.00005159153,0.0001166583,0.00031991,0.0006227101,0.00001685167],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964262,0.001319978,0.00009197478,0.0001508868,0.0000229438,0.00005895571,0.0001366778,0.000001809507,0.001790637],"genre_scores_gemma":[0.9973157,0.001388042,0.0001952988,0.0002010686,0.00002582786,0.00006891581,0.0004846627,0.000005066984,0.0003154415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004055328,"threshold_uncertainty_score":0.02144682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5547919728072291,"score_gpt":0.5455871217806904,"score_spread":0.009204851026538785,"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."}}