{"id":"W4390654773","doi":"10.1136/oemed-2023-109288","title":"Subtle exposures, invisible outcomes, real suffering: sex, gender and occupational health","year":2024,"lang":"en","type":"article","venue":"Occupational and Environmental Medicine","topic":"Workplace Health and Well-being","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Medicine; Occupational exposure; Occupational safety and health; Environmental health; Psychology; 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":[0.001881093,0.0001833061,0.0002586182,0.0004992735,0.001104005,0.002633468,0.0003923674,0.0008128417,0.007881665],"category_scores_gemma":[0.007311162,0.0001346205,0.0002319238,0.0004004177,0.003978822,0.001567682,0.002245335,0.001038655,0.0001970332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004285394,"about_ca_system_score_gemma":0.0009211058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003245775,"about_ca_topic_score_gemma":0.005564181,"domain_scores_codex":[0.9987711,0.0005994978,0.00004982958,0.0001087681,0.0002417071,0.0002289537],"domain_scores_gemma":[0.9959752,0.002260964,0.0007543628,0.0001767941,0.000203057,0.0006295891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000844322,0.0007296166,0.7202708,0.0008143173,0.0002942058,0.001925458,0.122488,0.0003123704,0.003631346,0.03193308,0.00329475,0.1134618],"study_design_scores_gemma":[0.00002018334,0.0003883432,0.7907532,0.0007839715,0.00008543697,0.001477325,0.1755168,0.0001923023,0.0003972506,0.02021216,0.01010232,0.00007056214],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9578319,0.009718323,0.0008369424,0.007136397,0.000282566,0.00001639592,0.0001262499,0.000008906852,0.02404223],"genre_scores_gemma":[0.997856,0.0008846049,0.0001174396,0.0002078421,0.00005108051,0.000003554944,0.00001256159,0.000003529177,0.0008634998],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007881665,"threshold_uncertainty_score":0.02636683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05265031991314207,"score_gpt":0.3876433142821138,"score_spread":0.3349929943689718,"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."}}