{"id":"W2606165838","doi":"10.23907/2013.051","title":"Medicolegal Aspects of Asbestos II — Benign Pleural and Lung Diseases","year":2013,"lang":"en","type":"article","venue":"Academic Forensic Pathology","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Office of the Chief Medical Examiner","funders":"","keywords":"Asbestos; Medicine; Asbestosis; Presentation (obstetrics); Lung; Pleural disease; Lung disease; Forensic pathology; Asbestos fibers; Pathology; Disease; Mesothelioma; Intensive care medicine; General surgery; Respiratory disease; Autopsy; Radiology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004580853,0.000134745,0.0002890326,0.00006797681,0.00006059856,0.000002119984,0.00006231121,0.0001526098,0.000270504],"category_scores_gemma":[0.000125162,0.0001076906,0.00006172655,0.00006288006,0.0005241121,0.0001376253,0.0001129506,0.0002186343,0.00002840338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003024733,"about_ca_system_score_gemma":0.00004435929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003099661,"about_ca_topic_score_gemma":0.000001384525,"domain_scores_codex":[0.9990396,0.00003031113,0.0002592747,0.0002409668,0.0002056108,0.0002242512],"domain_scores_gemma":[0.9994424,0.00008426655,0.00008878992,0.0001442731,0.00002430709,0.0002159497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001663401,0.0001527836,0.9464064,0.0001342255,0.00007977201,0.0001233869,0.0002556239,0.000002291015,0.01887385,0.005554311,0.009455638,0.01879543],"study_design_scores_gemma":[0.0008707775,0.0003773872,0.9916856,0.0000594859,0.0002114619,0.0003214303,0.00009213776,0.0001962089,0.001086626,0.004582473,0.0004088302,0.0001076192],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936406,0.003111792,0.000009776395,0.00129382,0.0001489427,0.0003146073,0.00005529449,0.0000346686,0.001390504],"genre_scores_gemma":[0.9977922,0.0002408037,0.0001830477,0.001157058,0.000202182,0.00004147861,0.0001227397,0.00001393664,0.000246548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04527922,"threshold_uncertainty_score":0.4391497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008465456306068582,"score_gpt":0.2527607113299522,"score_spread":0.2442952550238836,"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."}}