{"id":"W1985906428","doi":"10.1016/j.ijlp.2007.06.001","title":"Research, policy and practice in work and mental health: A multi-disciplinary discussion☆","year":2007,"lang":"en","type":"editorial","venue":"International Journal of Law and Psychiatry","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Psychosocial; Mental health; Medicine; Job control; Anxiety; Cohort; Risk assessment; Environmental health; Occupational safety and health; Psychology; Psychiatry; Work (physics); Engineering; Computer science","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":[0.04087588,0.005015485,0.007820638,0.008788172,0.01188538,0.02303637,0.0071782,0.06578673,0.00679973],"category_scores_gemma":[0.108493,0.002997319,0.004249118,0.005807141,0.01646889,0.01274615,0.00570307,0.06475495,0.003915971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01357535,"about_ca_system_score_gemma":0.02368849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009100938,"about_ca_topic_score_gemma":0.02771841,"domain_scores_codex":[0.9637942,0.009519099,0.005427104,0.003010911,0.01626319,0.001985549],"domain_scores_gemma":[0.794869,0.1410114,0.006990514,0.003980533,0.03927054,0.013878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001806682,0.00001519353,0.00003028666,0.0004622441,0.00003068777,0.0000848011,0.00009662357,0.00001828915,0.0000242184,0.0008918651,0.9943742,0.003953431],"study_design_scores_gemma":[0.0001581535,0.00004076301,0.0007159403,0.005305637,0.0002765534,0.0003673992,0.0007384867,0.0002421823,0.0001061292,0.00795336,0.9840235,0.00007192172],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00002753122,0.01325668,0.00008548967,0.1480396,0.8379484,0.00001560501,0.00002014066,0.00001825982,0.0005883368],"genre_scores_gemma":[0.0005287334,0.007185543,0.000152279,0.05720192,0.9327745,0.00004220879,0.00001132065,0.00001894522,0.002084577],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.06578673,"threshold_uncertainty_score":0.2161749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1109697861678283,"score_gpt":0.596062946302359,"score_spread":0.4850931601345307,"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."}}