{"id":"W4286685487","doi":"10.1111/1556-4029.15101","title":"Prone restraint cardiac arrest in in‐custody and arrest‐related deaths","year":2022,"lang":"en","type":"article","venue":"Journal of Forensic Sciences","topic":"Restraint-Related Deaths","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Office of the Chief Medical Examiner","funders":"","keywords":"Medicine; Asystole; Prone position; Metabolic acidosis; Venous return curve; Hyperventilation; Ventilation (architecture); Cardiology; Anesthesia; Etiology; Internal medicine; Hemodynamics","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":[0.002750861,0.0001497814,0.0004831958,0.0007754924,0.0001476634,0.00004022089,0.0002270656,0.00007419539,0.00006343835],"category_scores_gemma":[0.0004764979,0.0001155288,0.0001079209,0.001234814,0.0006005751,0.0002355463,0.00009190352,0.000959224,0.000002548223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002353325,"about_ca_system_score_gemma":0.000637795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001119732,"about_ca_topic_score_gemma":0.00004202002,"domain_scores_codex":[0.9974545,0.0001733293,0.0007805888,0.0002686979,0.000936902,0.0003860028],"domain_scores_gemma":[0.9990515,0.0001805571,0.0003505185,0.0001541871,0.0000734357,0.0001898579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001298145,0.001156749,0.7917385,0.0001404207,0.0003175045,0.01414886,0.01250712,0.01918454,0.02162775,0.0114902,0.00280607,0.1235841],"study_design_scores_gemma":[0.003774433,0.003463871,0.9608312,0.0006812838,0.0001234237,0.002627211,0.01020275,0.002488733,0.0005431618,0.0132684,0.001636095,0.0003594774],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891805,0.001973708,0.00000580104,0.00343206,0.001252478,0.0002949464,0.00000293833,0.00001014444,0.003847393],"genre_scores_gemma":[0.998248,0.0001524447,0.001265176,0.0001166946,0.0001033181,0.000007190542,0.000001590728,0.0000107495,0.00009487784],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1690926,"threshold_uncertainty_score":0.4711126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01964407666902603,"score_gpt":0.2875150329118281,"score_spread":0.2678709562428021,"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."}}