{"id":"W4388220040","doi":"10.1001/jamaoncol.2023.4817","title":"Derailing Carcinogens—Oncologists and the Ohio Train Derailment","year":2023,"lang":"en","type":"article","venue":"JAMA Oncology","topic":"Healthcare and Environmental Waste Management","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Derailment; MEDLINE; Train","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003163261,0.0003272278,0.0002331258,0.000381599,0.009397903,0.006173437,0.001030132,0.01192852,0.0242826],"category_scores_gemma":[0.005477913,0.0003330238,0.0006380113,0.0002779581,0.003208309,0.003474646,0.004342347,0.01056879,0.002366093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004066625,"about_ca_system_score_gemma":0.01380823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02401381,"about_ca_topic_score_gemma":0.07890029,"domain_scores_codex":[0.9971968,0.000782112,0.0001098608,0.000250306,0.0006042091,0.001056735],"domain_scores_gemma":[0.9950235,0.0009743468,0.0002592404,0.0001194821,0.0006708831,0.002952515],"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":[0.00005244088,0.0002464867,0.009707751,0.00008993134,0.00002003754,0.000869984,0.001906655,0.0002339896,0.0007245442,0.03333862,0.903769,0.04904061],"study_design_scores_gemma":[0.00001756999,0.00010136,0.003372797,0.0001319014,0.00001368168,0.0003022714,0.005264346,0.0001716962,0.0002864895,0.004030166,0.9862752,0.0000325914],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.007273719,0.002426168,0.0003439155,0.9337736,0.01540911,0.0000119969,0.00004056952,0.00003464487,0.04068635],"genre_scores_gemma":[0.1412443,0.00571485,0.001290842,0.7141275,0.01657883,0.00005567,0.00009226567,0.00008820751,0.1208076],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0242826,"threshold_uncertainty_score":0.08123338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04589094491178461,"score_gpt":0.3386431446390267,"score_spread":0.2927521997272421,"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."}}