{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009641628,0.0001134376,0.000310755,0.0000769136,0.0001468397,0.00001538467,0.00006990948,0.000135568,0.00009449187],"category_scores_gemma":[0.0001203071,0.00007356874,0.00006549388,0.000159136,0.0002689619,0.00002705582,0.0001610564,0.0002352854,0.0002149289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002772399,"about_ca_system_score_gemma":0.00007445083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001363857,"about_ca_topic_score_gemma":0.0001447175,"domain_scores_codex":[0.998796,0.0001938483,0.0002495262,0.0002489022,0.0001690365,0.0003427049],"domain_scores_gemma":[0.9992393,0.0003529957,0.00005328248,0.0002084623,0.00001247432,0.000133437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008231047,0.0001515555,0.01083232,0.0001889151,0.0001720678,0.001024307,0.004602013,0.00006864738,0.0009365615,0.003199168,0.04096132,0.93704],"study_design_scores_gemma":[0.00905544,0.001018338,0.2415216,0.00003587543,0.0001416762,0.0002558679,0.005566339,0.001979275,0.0001949662,0.0006658975,0.7394155,0.0001493179],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.800512,0.0004348164,0.00005861919,0.1648397,0.0002794784,0.0008061038,0.000003719597,0.0000914431,0.03297411],"genre_scores_gemma":[0.9791929,0.0008473241,0.0003809748,0.01587953,0.0002529244,0.0001168986,0.00002173806,0.00001611866,0.003291561],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9368907,"threshold_uncertainty_score":0.3000046,"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."}}