{"id":"W4400352482","doi":"10.1093/occmed/kqae023.1086","title":"P-407 CALCULATING DATA FOR NATIONAL OCCUPATIONAL HEALTH AND SAFETY NATIONAL PROFILES IN ACCORDANCE WITH ILO RECOMMENDATION 197","year":2024,"lang":"en","type":"article","venue":"Occupational Medicine","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Environmental health; Occupational safety and health; Medicine; 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":[0.1545549,0.001273294,0.001987671,0.0109383,0.002539912,0.01121673,0.007918409,0.007978026,0.04078833],"category_scores_gemma":[0.4500116,0.002288668,0.004760576,0.01085406,0.003254629,0.006385555,0.006985162,0.009393118,0.06496857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009018221,"about_ca_system_score_gemma":0.05876503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03904798,"about_ca_topic_score_gemma":0.03220906,"domain_scores_codex":[0.8123162,0.0745803,0.04025668,0.004672156,0.06264609,0.005528505],"domain_scores_gemma":[0.3760766,0.2438567,0.0267206,0.04037153,0.3050873,0.007887151],"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":[0.0002528442,0.0003196349,0.007710392,0.004978935,0.0001695651,0.0001526122,0.001372952,0.001710218,0.0008509947,0.01495964,0.836254,0.1312682],"study_design_scores_gemma":[0.0001887586,0.0002422261,0.01214025,0.01860167,0.0001195122,0.0001000187,0.001754051,0.001499779,0.001379055,0.007875459,0.9559546,0.0001446512],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.008727198,0.003463596,0.2550265,0.1190881,0.01556301,0.06296397,0.16563,0.007416109,0.3621215],"genre_scores_gemma":[0.04277065,0.008056133,0.5404982,0.06459028,0.003555279,0.09696076,0.1611,0.002769602,0.0796991],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.1545549,"threshold_uncertainty_score":0.8173742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.29543513038744,"score_gpt":0.5716233631581552,"score_spread":0.2761882327707152,"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."}}