{"id":"W2606217267","doi":"10.23907/2013.050","title":"Medicolegal Aspects of Asbestos I — Malignant Mesothelioma and Lung Cancer","year":2013,"lang":"en","type":"article","venue":"Academic Forensic Pathology","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Office of the Chief Medical Examiner","funders":"","keywords":"Asbestos; Coroner; Mesothelioma; Medicine; Forensic pathology; Autopsy; Lung cancer; Medical examiner; Asbestosis; Pathology; Inhalation; Lung; Intensive care medicine; General surgery; Medical emergency; Poison control; Internal medicine; Injury prevention; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006787553,0.0001147284,0.0002566099,0.00007240125,0.00002700182,0.000001745637,0.00005272544,0.0001616006,0.0005024155],"category_scores_gemma":[0.00006290564,0.00008719571,0.00004380527,0.00006954199,0.0003824038,0.00008720576,0.00005805075,0.0001827506,0.00002776551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003537353,"about_ca_system_score_gemma":0.00005313384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001133319,"about_ca_topic_score_gemma":0.000003953113,"domain_scores_codex":[0.9991467,0.00002542931,0.0002360538,0.0002127235,0.0001780616,0.0002010123],"domain_scores_gemma":[0.9995654,0.00005733383,0.00008905119,0.0001212849,0.00002493705,0.0001419955],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001136051,0.00007565063,0.8286042,0.0001859488,0.0001041819,0.000138192,0.0002724731,0.000003791362,0.1293687,0.005955213,0.006639717,0.0285383],"study_design_scores_gemma":[0.0007982391,0.0001785736,0.9864277,0.0001300295,0.0001817148,0.0004059911,0.00007075357,0.0002655502,0.008968223,0.002087153,0.0003844859,0.0001015751],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905934,0.005211516,0.00001746894,0.001741956,0.0001303183,0.0003136965,0.00003479388,0.00002263566,0.001934198],"genre_scores_gemma":[0.9971154,0.0007196128,0.0002264643,0.001428702,0.0001273263,0.00007490834,0.00002687607,0.00001381365,0.0002668627],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1578235,"threshold_uncertainty_score":0.5501097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01000943980300997,"score_gpt":0.2785537850262572,"score_spread":0.2685443452232473,"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."}}