{"id":"W3013641361","doi":"10.1002/ajim.23107","title":"A scoping review to identify strategies that work to prevent four important occupational diseases","year":2020,"lang":"en","type":"review","venue":"American Journal of Industrial Medicine","topic":"Occupational exposure and asthma","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Institut National de Santé Publique du Québec; University of Toronto; St. Michael's Hospital; Occupational Cancer Research Centre; Canada Auto Workers; Cancer Care Ontario; University of British Columbia; Memorial University of Newfoundland","funders":"WorkSafeBC","keywords":"Medicine; Occupational medicine; Occupational exposure; Occupational safety and health; Work (physics); Environmental health; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001014218,0.0006181726,0.005307267,0.0006162412,0.00006682895,0.00004279595,0.000450851,0.0001393522,0.0004240728],"category_scores_gemma":[0.003637135,0.0004011956,0.0008064862,0.002171876,0.0001738571,0.0001519719,0.0001078621,0.001020188,0.0000525838],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002846597,"about_ca_system_score_gemma":0.005892314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002545176,"about_ca_topic_score_gemma":0.0000022687,"domain_scores_codex":[0.9940758,0.0003993378,0.002933969,0.0004591272,0.001738389,0.0003933175],"domain_scores_gemma":[0.9939145,0.000683568,0.003066225,0.0003771311,0.0004882639,0.001470295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0004673568,0.00009851314,0.0004341293,0.006504798,0.0005592625,0.0006765465,0.00005989219,0.00000137684,5.824362e-7,0.0000111641,0.04101111,0.9501753],"study_design_scores_gemma":[0.0005627919,0.003032833,0.0001770828,0.6228992,0.003033817,0.0005799693,0.0001508242,4.823689e-8,4.769832e-7,0.000003858297,0.3693027,0.0002563477],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001030644,0.9860387,0.000228073,0.009328535,0.001225398,0.002929618,0.00006071264,0.00002225954,0.00006366817],"genre_scores_gemma":[0.0002379231,0.9858651,0.0005780995,0.003789086,0.009233169,0.00009264923,0.0001008422,0.00007006576,0.00003303718],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9499189,"threshold_uncertainty_score":0.999844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.165668105415448,"score_gpt":0.4534376830733664,"score_spread":0.2877695776579184,"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."}}