{"id":"W4399506358","doi":"10.1002/ajim.23624","title":"Work‐related suicide: Evolving understandings of etiology &amp; intervention","year":2024,"lang":"en","type":"review","venue":"American Journal of Industrial Medicine","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Work & Health","funders":"National Health and Medical Research Council","keywords":"Medicine; Etiology; Intervention (counseling); Occupational safety and health; Suicide prevention; Human factors and ergonomics; Poison control; Injury prevention; Medical emergency; Psychiatry; Pathology","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":[0.02066739,0.001300554,0.002132007,0.005016733,0.001883458,0.006779952,0.004930287,0.0066772,0.003103853],"category_scores_gemma":[0.07240357,0.001005183,0.002060052,0.002431922,0.007597207,0.008538662,0.004279808,0.009552413,0.000664452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007865502,"about_ca_system_score_gemma":0.02724234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01192324,"about_ca_topic_score_gemma":0.01606576,"domain_scores_codex":[0.9883198,0.006769425,0.001669982,0.001072705,0.001672209,0.0004960591],"domain_scores_gemma":[0.9395476,0.04981649,0.003494068,0.0009658413,0.004779739,0.001396318],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001307626,0.0003715275,0.005654073,0.02876212,0.0003578492,0.0004695648,0.003823281,0.0007614004,0.000134872,0.08111686,0.03849711,0.8399207],"study_design_scores_gemma":[0.0002595652,0.0004640211,0.01257014,0.2893813,0.001021288,0.001712173,0.01524126,0.002920043,0.0003773015,0.3165459,0.3592593,0.0002477199],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001542759,0.7381988,0.004753196,0.2452453,0.004483371,0.0001907033,0.00009304655,0.00005247438,0.005440435],"genre_scores_gemma":[0.03880984,0.904443,0.009467585,0.03815361,0.007136183,0.001004978,0.0001471742,0.00003521862,0.0008023675],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02066739,"threshold_uncertainty_score":0.1093009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2158004835937937,"score_gpt":0.4410215817729118,"score_spread":0.2252210981791182,"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."}}