{"id":"W2606179519","doi":"10.23907/2013.012","title":"Medical Examiners’ Independence is Vital for the Health of the American Legal System","year":2013,"lang":"en","type":"article","venue":"Academic Forensic Pathology","topic":"Autopsy Techniques and Outcomes","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Office of the Chief Medical Examiner","funders":"","keywords":"Coroner; Medical examiner; Listing (finance); Forensic pathology; Law enforcement; Politics; Political science; Law; Independence (probability theory); Inquest; Medicine; Criminology; Psychology; Suicide prevention; Medical emergency; Poison control; Business; Pathology; Autopsy","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":[0.00074114,0.0001432398,0.0005088809,0.00004621763,0.0000935768,0.000002850476,0.0004008721,0.0002486904,0.00003206905],"category_scores_gemma":[0.0004016012,0.0000699606,0.0001605812,0.0001791784,0.0009146508,0.00004300834,0.0001570806,0.0007963901,0.00001036749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008190898,"about_ca_system_score_gemma":0.0002628676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006781176,"about_ca_topic_score_gemma":0.00001552992,"domain_scores_codex":[0.9984024,0.00009523877,0.000467865,0.0002431813,0.0004171079,0.000374235],"domain_scores_gemma":[0.998579,0.0003622173,0.0003945533,0.000455296,0.00009190945,0.0001169798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002774571,0.00009358962,0.2658989,0.0007572723,0.0002666071,0.00009848594,0.003726587,0.000001351133,0.006868226,0.07605306,0.2449754,0.4009831],"study_design_scores_gemma":[0.002833981,0.002742924,0.9379395,0.0006908454,0.0002402797,0.008724825,0.005738947,0.003857586,0.008149135,0.001973186,0.02665309,0.0004557],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9274335,0.0007160409,0.006415479,0.06296957,0.0005122643,0.001452106,0.000020879,0.0001089589,0.0003712123],"genre_scores_gemma":[0.9804262,0.000141966,0.000938769,0.01765106,0.0001818016,0.0001293415,0.000003337477,0.0000194143,0.0005081348],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6720406,"threshold_uncertainty_score":0.3459963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01975094617836475,"score_gpt":0.3220126812684104,"score_spread":0.3022617350900457,"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."}}