{"id":"W2407343558","doi":"10.1177/002580240104100209","title":"Subtle Fatal Manual Neck Compression","year":2001,"lang":"en","type":"review","venue":"Medicine Science and the Law","topic":"Restraint-Related Deaths","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Office of the Chief Medical Examiner","funders":"","keywords":"Medicine; Asphyxia; Context (archaeology); Autopsy; Larynx; Cricoid cartilage; Surgery; Radiology; Pathology; 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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001895057,0.000333665,0.001533399,0.0001973964,0.0003843603,0.00004195911,0.0005359032,0.0001744254,0.0002175068],"category_scores_gemma":[0.000429888,0.0001394827,0.0001386152,0.001050361,0.007085745,0.0001260081,0.0002084722,0.0007366918,0.0001127573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007859123,"about_ca_system_score_gemma":0.000362834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002350865,"about_ca_topic_score_gemma":0.000005814366,"domain_scores_codex":[0.997203,0.00009864345,0.0005173304,0.0005401753,0.001187464,0.0004533916],"domain_scores_gemma":[0.9983612,0.0002642955,0.0002136986,0.0007172234,0.0001367837,0.0003067886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005020706,0.00003925009,0.000004271931,0.002425602,0.00004863547,0.0002898457,0.0003324435,9.990828e-8,0.00001084231,0.03411756,0.003343518,0.9593377],"study_design_scores_gemma":[0.001828968,0.0001839216,0.00001325966,0.01674652,0.0007453588,0.001848162,0.00009155361,0.00004303287,0.000001692387,0.0004279547,0.977927,0.0001425398],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006676601,0.8996714,0.00001586099,0.001731131,0.0004713109,0.0008809238,0.00000421325,0.00004686365,0.0971115],"genre_scores_gemma":[0.0003203642,0.9947541,0.00004212581,0.0009819464,0.0006401775,0.00002410505,0.00004369668,0.00002389602,0.003169576],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9745835,"threshold_uncertainty_score":0.9956164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05108380912267252,"score_gpt":0.380874238082155,"score_spread":0.3297904289594825,"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."}}