{"id":"W2324824453","doi":"10.1097/jom.0b013e3181f2be95","title":"Mortality Surveillance of a US Wide Cohort of Chemical Industry Workers","year":2010,"lang":"en","type":"article","venue":"Journal of Occupational and Environmental Medicine","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dow Chemical (Canada)","funders":"","keywords":"Cohort; Environmental health; Medicine; Cohort study; Occupational medicine; Occupational exposure; Business; Internal medicine","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":[0.001301231,0.0002839545,0.0002082203,0.0009037167,0.0002880773,0.0002991092,0.0002455513,0.0002179611,0.0003722104],"category_scores_gemma":[0.001986691,0.000136892,0.000202556,0.0004824847,0.0001214931,0.0002464927,0.0004081485,0.0001895035,0.000156939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002339894,"about_ca_system_score_gemma":0.0003234867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007308975,"about_ca_topic_score_gemma":0.008478839,"domain_scores_codex":[0.9995609,0.0001342985,0.000046143,0.00008655469,0.0001226152,0.00004952258],"domain_scores_gemma":[0.9989926,0.00009365299,0.0003627372,0.0001120038,0.0003300218,0.0001089652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005527352,0.00002172626,0.9977599,0.000006392934,0.00002492616,0.00003026767,0.00005130368,0.00003861077,0.000556782,0.000005277408,0.00009724277,0.001352286],"study_design_scores_gemma":[0.00000490766,0.0001336344,0.9990001,0.000003875967,0.00001848213,0.0001782883,0.0001004651,0.000129178,0.0002171235,0.00000526741,0.0002066416,0.000001989069],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989963,0.00007302158,0.0001641025,0.00001158997,0.000002335554,0.00001279145,0.0006014029,0.000004107086,0.000134318],"genre_scores_gemma":[0.9974598,0.00008455889,0.0003396012,0.0000161978,0.00001032691,0.00002465947,0.001892955,0.000002303645,0.0001695094],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007308975,"threshold_uncertainty_score":0.01453286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01465496104848483,"score_gpt":0.2837231807263399,"score_spread":0.269068219677855,"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."}}