{"id":"W2153183476","doi":"10.1186/1476-069x-10-s1-s9","title":"Occupational cancer in developed countries","year":2011,"lang":"en","type":"article","venue":"Environmental Health","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Occupational Cancer Research Centre; Cancer Care Ontario","funders":"","keywords":"Occupational cancer; Environmental health; Toll; Occupational exposure; Population; Developing country; Developed country; Occupational medicine; Medicine; Occupational safety and health; Suspect; Psychology; Pathology; Economic growth; Immunology; Criminology","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":[0.0004339617,0.0002438989,0.0003235355,0.003630361,0.001033656,0.001142353,0.0003688999,0.0004946396,0.009437173],"category_scores_gemma":[0.0008620951,0.0001444809,0.0003724209,0.007549603,0.0004227212,0.0004011375,0.0008500018,0.0005300576,0.001033666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001243252,"about_ca_system_score_gemma":0.002042864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05242001,"about_ca_topic_score_gemma":0.04911861,"domain_scores_codex":[0.9994198,0.0001165833,0.0000786152,0.00009751059,0.00009701758,0.000190508],"domain_scores_gemma":[0.9994519,0.00005487836,0.000185264,0.00003216106,0.0001199107,0.0001559497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001644729,0.0001701878,0.8987842,0.00100775,0.000229601,0.001445215,0.001266541,0.0004544396,0.0005276485,0.003240633,0.02892588,0.06378335],"study_design_scores_gemma":[0.00001727099,0.00008716142,0.9554533,0.000369367,0.00005966564,0.0008403066,0.001270818,0.00008534085,0.00008219007,0.000335336,0.04138865,0.00001053597],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7097228,0.1076126,0.001080138,0.00467123,0.0009455643,0.0003510306,0.03563113,0.000152458,0.139833],"genre_scores_gemma":[0.9375154,0.03943354,0.0006375608,0.001637457,0.0002877254,0.0002808984,0.008088988,0.00001639183,0.01210207],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05242001,"threshold_uncertainty_score":0.1042298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03796590411174715,"score_gpt":0.3132968388246585,"score_spread":0.2753309347129114,"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."}}