{"id":"W3157539934","doi":"10.1158/1940-6215.envcaprev19-ia22","title":"Abstract IA22: Impact of workplace exposures on cancer disparities","year":2020,"lang":"en","type":"article","venue":"Cancer Prevention Research","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Occupational Cancer Research Centre","funders":"","keywords":"Environmental health; Occupational cancer; Lung cancer; Asbestos; Social class; Medicine; Gerontology; Psychology; Occupational exposure; Political science; 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":[0.00208466,0.0002501934,0.0004529255,0.001477716,0.0007814144,0.001746303,0.0006992898,0.001042169,0.01777898],"category_scores_gemma":[0.01272858,0.0001441107,0.001167583,0.002769161,0.0003702655,0.000751141,0.001974036,0.001674374,0.001343498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001167018,"about_ca_system_score_gemma":0.002893557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03033233,"about_ca_topic_score_gemma":0.0185717,"domain_scores_codex":[0.9977502,0.0009034054,0.0001434554,0.000308545,0.0004371475,0.000457216],"domain_scores_gemma":[0.993852,0.001368187,0.001275774,0.0003772486,0.001675214,0.001451486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006523838,0.0002451426,0.8043771,0.0011129,0.00112914,0.0002044515,0.0007958933,0.0005140923,0.000551087,0.007054712,0.0588191,0.124544],"study_design_scores_gemma":[0.00004467422,0.0001872684,0.9711627,0.0008937443,0.0004955898,0.0001315172,0.0008460982,0.0004031085,0.0002597801,0.003465805,0.02208426,0.00002552778],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7617287,0.05436112,0.002296336,0.06579509,0.002842726,0.0001750405,0.0375255,0.0002126965,0.07506276],"genre_scores_gemma":[0.9776571,0.007375092,0.0004485306,0.00284109,0.001032712,0.00008536283,0.004769425,0.00004001035,0.00575066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03033233,"threshold_uncertainty_score":0.06031156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2536828270231732,"score_gpt":0.508004207511887,"score_spread":0.2543213804887138,"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."}}