{"id":"W2117888129","doi":"10.1027/0227-5910.28.s1.36","title":"Railway and Metro Suicides","year":2007,"lang":"en","type":"article","venue":"Crisis","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Interdisciplinary Research in Rehabilitation; Université du Québec à Montréal","funders":"","keywords":"Limiting; Incidence (geometry); Illusion; Intervention (counseling); Forensic engineering; Incident report; Medicine; Medical emergency; Psychiatry; Psychology; Engineering","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":[0.0006461288,0.0002150052,0.0002550502,0.001666213,0.0005558329,0.0007000983,0.0002213303,0.000511409,0.003178674],"category_scores_gemma":[0.00349257,0.00008706453,0.0003389001,0.001217833,0.0008448074,0.0007066645,0.0009149933,0.0004495856,0.0004525453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005456842,"about_ca_system_score_gemma":0.0005848012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003870156,"about_ca_topic_score_gemma":0.008822056,"domain_scores_codex":[0.9990294,0.0004338683,0.0001163414,0.0000615464,0.000281186,0.00007763282],"domain_scores_gemma":[0.9976961,0.0009040079,0.0009009723,0.00007575159,0.0002351454,0.0001880665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004432579,0.0003899829,0.2974513,0.01120801,0.0006138908,0.005028073,0.04382327,0.0004667773,0.0009580576,0.01857141,0.03186994,0.589176],"study_design_scores_gemma":[0.0000349433,0.001302351,0.6597522,0.008225388,0.0002594123,0.02665864,0.04810918,0.00009381235,0.0004329339,0.002709746,0.252358,0.00006337269],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.4409231,0.48553,0.0003548053,0.006393752,0.0008710606,0.00004996058,0.0002033948,0.00002045845,0.06565339],"genre_scores_gemma":[0.5354221,0.4546903,0.0002806398,0.001929417,0.001209379,0.00002565594,0.000255483,0.000008708822,0.006178231],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003870156,"threshold_uncertainty_score":0.01063377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03804586949257023,"score_gpt":0.3427707923824656,"score_spread":0.3047249228898953,"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."}}