{"id":"W2606852455","doi":"10.23907/2016.005","title":"Pitfalls and Artifacts in the Neck at Autopsy","year":2016,"lang":"en","type":"review","venue":"Academic Forensic Pathology","topic":"Restraint-Related Deaths","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Autopsy; Forensic pathology; Hyoid bone; Medicine; Conviction; Expert opinion; General surgery; Pathology; Anatomy; Intensive care medicine; Law","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":[0.001736807,0.0008776067,0.001150645,0.004000463,0.0006475303,0.001974704,0.001398686,0.001803147,0.00229243],"category_scores_gemma":[0.006615831,0.0003871222,0.0008924838,0.002166671,0.002242098,0.002488694,0.00116956,0.001739653,0.001217782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008733869,"about_ca_system_score_gemma":0.002102073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002551882,"about_ca_topic_score_gemma":0.00404872,"domain_scores_codex":[0.9984159,0.0003951911,0.000354852,0.000169587,0.0005763186,0.00008818655],"domain_scores_gemma":[0.9963717,0.002337739,0.000539515,0.00009423781,0.0005909944,0.00006583843],"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":[0.00007624236,0.00003481586,0.002877756,0.04503138,0.0002154056,0.006839277,0.001192354,0.0004941058,0.001473967,0.005230323,0.02712357,0.9094107],"study_design_scores_gemma":[0.00001534996,0.0001017103,0.006107241,0.06536876,0.0004761301,0.1012819,0.002335171,0.0002317808,0.00199035,0.007906645,0.8140882,0.00009675392],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003563674,0.9974287,0.0002971001,0.0004094106,0.0002265775,0.000006567884,0.00001567453,0.000009705029,0.001249925],"genre_scores_gemma":[0.004082914,0.9944284,0.0005461194,0.0003264874,0.000268863,0.00000612901,0.00002923471,0.000003188513,0.0003086743],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004000463,"threshold_uncertainty_score":0.009185195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05433750956936004,"score_gpt":0.3647080686053615,"score_spread":0.3103705590360014,"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."}}