{"id":"W4288766899","doi":"10.1002/9781119887638.ch3","title":"Occupational Diseases","year":2022,"lang":"en","type":"other","venue":"","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Accidental; Work (physics); Medicine; Occupational safety and health; Business; Disease; Environmental health; Burden of disease; Engineering; 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":[0.0005047952,0.0005928953,0.0007115866,0.001430302,0.001385326,0.001086529,0.0006879836,0.00107202,0.06568336],"category_scores_gemma":[0.002419294,0.0001977316,0.0006722464,0.002377708,0.0003673745,0.0006062002,0.001011366,0.00112539,0.01856499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007546648,"about_ca_system_score_gemma":0.001733411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009481911,"about_ca_topic_score_gemma":0.007650842,"domain_scores_codex":[0.9989069,0.0001158796,0.0001374339,0.0001575673,0.0004212207,0.0002611084],"domain_scores_gemma":[0.9986047,0.0001663783,0.000346081,0.0001497627,0.0005467694,0.0001863253],"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":[0.000517841,0.0005519079,0.167577,0.005526184,0.0002586101,0.01208345,0.001244084,0.0003559897,0.00260584,0.01388062,0.4527637,0.3426347],"study_design_scores_gemma":[0.00005068585,0.0001666434,0.131378,0.004840916,0.00009627156,0.02062758,0.0009053014,0.0001694215,0.0005635715,0.004706527,0.8364459,0.00004922005],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05033539,0.1043277,0.005968472,0.007852996,0.005275116,0.001506425,0.07082418,0.000782351,0.7531274],"genre_scores_gemma":[0.4454057,0.1024494,0.006922094,0.01169169,0.003610197,0.001065396,0.07036951,0.0003014504,0.3581845],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06568336,"threshold_uncertainty_score":0.2197328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01000523789426078,"score_gpt":0.2655680785865669,"score_spread":0.2555628406923061,"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."}}