{"id":"W4399041909","doi":"10.3390/safety10020047","title":"Insights into Women’s Occupational Health and Safety: A Decade in Review of Primary Data Studies","year":2024,"lang":"en","type":"article","venue":"Safety","topic":"Workplace Health and Well-being","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"Shiraz University; Shiraz University of Medical Sciences","keywords":"Occupational safety and health; Health care; Medicine; Mental health; Work (physics); Environmental health; Psychology; Engineering; Political science; Psychiatry","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":[0.04899554,0.001270837,0.005460867,0.02519891,0.001279795,0.007000278,0.00247689,0.002765022,0.005893585],"category_scores_gemma":[0.1774534,0.001769339,0.005031726,0.03125553,0.003437944,0.007978021,0.003697556,0.003187549,0.001065644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006494585,"about_ca_system_score_gemma":0.02231347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008938157,"about_ca_topic_score_gemma":0.01868085,"domain_scores_codex":[0.9579455,0.01793442,0.01523952,0.002431716,0.005677701,0.0007710946],"domain_scores_gemma":[0.6320618,0.3193741,0.0198452,0.005940706,0.0213602,0.001417941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001528469,0.00006554661,0.002790692,0.7266859,0.002455077,0.0001787535,0.004233712,0.0001076033,0.0002071771,0.004098078,0.01547686,0.2435478],"study_design_scores_gemma":[0.00002976743,0.00007397473,0.004659476,0.832606,0.002832952,0.0002927702,0.002778225,0.00003139129,0.0001203193,0.001728192,0.1548084,0.00003847227],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004129237,0.9952587,0.0003801556,0.002411278,0.0005349988,0.00008360521,0.0003472465,0.000009313098,0.0005616937],"genre_scores_gemma":[0.005489411,0.9892846,0.001028379,0.003098381,0.0003812929,0.0003019791,0.0002949753,0.00001883888,0.0001021628],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04899554,"threshold_uncertainty_score":0.2591163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08625638185366555,"score_gpt":0.4596667036562703,"score_spread":0.3734103218026047,"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."}}