{"id":"W1965672643","doi":"10.1097/paf.0b013e3181d3dc02","title":"Living Victims of Strangulation","year":2010,"lang":"en","type":"article","venue":"American Journal of Forensic Medicine & Pathology","topic":"Restraint-Related Deaths","field":"Medicine","cited_by":87,"is_retracted":false,"has_abstract":true,"ca_institutions":"Office of the Chief Medical Examiner","funders":"","keywords":"Domestic violence; Medicine; Asphyxia; Blunt; Intimate partner; Poison control; Homicide; Injury prevention; Suicide prevention; Medical emergency; Surgery; Pediatrics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002478978,0.0002930438,0.0002267513,0.001179821,0.001308181,0.0007328622,0.0005022797,0.0004830069,0.003957087],"category_scores_gemma":[0.001731554,0.0002112802,0.0002653699,0.001059521,0.0005363761,0.0008524797,0.0008159598,0.0004592116,0.0008782416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003867788,"about_ca_system_score_gemma":0.00049654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002476298,"about_ca_topic_score_gemma":0.004648047,"domain_scores_codex":[0.9995696,0.00009287426,0.00004797331,0.0000491597,0.0001220283,0.0001183254],"domain_scores_gemma":[0.9993919,0.00009403407,0.0002795138,0.00005157986,0.00007902839,0.0001039849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006322562,0.0000811545,0.8139899,0.0003107563,0.00005389408,0.1048927,0.01266571,0.00008669571,0.001216952,0.0005566346,0.004829254,0.06125319],"study_design_scores_gemma":[0.000003873475,0.0003132898,0.568782,0.00062473,0.0000654239,0.386656,0.02129872,0.00008225685,0.0006576172,0.0002836139,0.02120222,0.00003031751],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9714631,0.01377376,0.0003072297,0.0005157536,0.0001192186,0.00007721805,0.0002398746,0.00002711904,0.01347688],"genre_scores_gemma":[0.9853573,0.01145213,0.0001629751,0.0003251845,0.00008141342,0.00001936782,0.0002186805,0.000007839333,0.002375166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003957087,"threshold_uncertainty_score":0.01323777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008194288337561969,"score_gpt":0.286216992831363,"score_spread":0.2780227044938011,"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."}}