{"id":"W4416624602","doi":"10.1007/s12024-025-01127-z","title":"Life and death of a detainee: from torture to tuberculosis","year":2025,"lang":"en","type":"article","venue":"Forensic Science Medicine and Pathology","topic":"Torture, Ethics, and Law","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Torture; Tuberculosis; Poison control; Occupational safety and health; Injury prevention; Human factors and ergonomics","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001373976,0.00009047941,0.0002722812,0.0001861547,0.0003600276,0.0000155199,0.0001954584,0.0001275458,0.00004358453],"category_scores_gemma":[0.004108666,0.00006694993,0.00001881765,0.0005198102,0.003153025,0.00008368825,0.00008847373,0.0001383122,0.000001009206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001817736,"about_ca_system_score_gemma":0.0003593763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003483237,"about_ca_topic_score_gemma":0.002837186,"domain_scores_codex":[0.9988158,0.00008602763,0.0001914644,0.0003385503,0.0002978769,0.0002702468],"domain_scores_gemma":[0.9989239,0.0003869825,0.00005067263,0.0001710092,0.0001619247,0.0003055262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00006910783,0.00003524507,0.2428896,0.00004374243,0.00002663687,0.0000434785,0.1488542,0.000002037665,0.004362931,0.5407482,0.007739545,0.0551853],"study_design_scores_gemma":[0.001692005,0.001258566,0.5561476,0.0004860849,0.000240339,0.00002013776,0.05432907,0.0001203018,0.001094087,0.1614363,0.2226411,0.0005343973],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9434204,0.002105298,0.0004825444,0.03424972,0.0008366432,0.0001711552,0.000007305549,0.00002341313,0.01870355],"genre_scores_gemma":[0.9880456,0.0002968076,0.0008333181,0.01027163,0.000237842,0.000005140173,0.000001675076,0.00000261249,0.0003053969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3793119,"threshold_uncertainty_score":0.9995598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03664881999370656,"score_gpt":0.3480586572921787,"score_spread":0.3114098372984722,"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."}}