{"id":"W2322659522","doi":"10.1016/j.jflm.2016.03.006","title":"Distinguishing features of Excited Delirium Syndrome in non-fatal use of force encounters","year":2016,"lang":"en","type":"article","venue":"Journal of Forensic and Legal Medicine","topic":"Restraint-Related Deaths","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Carleton University; Island Health; University of Calgary; Royal Canadian Mounted Police","funders":"","keywords":"Law enforcement; Medicine; Prospective cohort study; Concomitant; Demography; Odds ratio; Injury prevention; Medical emergency; Poison control; Psychiatry; Family medicine; Emergency medicine; Law; Surgery; Political science; Internal medicine","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":[0.0003673216,0.0007164198,0.0005559964,0.002495035,0.0006818768,0.0008288587,0.0006734959,0.001015541,0.001572814],"category_scores_gemma":[0.004517568,0.0003226995,0.0004754039,0.0006471666,0.0006912292,0.001407751,0.001161487,0.0008965399,0.000395839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004549846,"about_ca_system_score_gemma":0.0007720367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001448784,"about_ca_topic_score_gemma":0.00173869,"domain_scores_codex":[0.9995446,0.00004633327,0.0001146171,0.0000497738,0.00008708924,0.0001575628],"domain_scores_gemma":[0.9984295,0.0003657241,0.000488834,0.00004393342,0.0001666541,0.000505371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005790939,0.0001235411,0.7997226,0.00004412959,0.00002542249,0.1909039,0.0003569979,0.0001549012,0.003400343,0.0002552185,0.0002660162,0.00416778],"study_design_scores_gemma":[0.00003832366,0.0006160313,0.6196961,0.0000768172,0.00005089533,0.3733422,0.002128195,0.001501085,0.001546737,0.0005724513,0.000393611,0.00003756776],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964241,0.0004203305,0.0004538686,0.0001685284,0.00004058382,0.0000457776,0.00007179608,0.0000146161,0.002360352],"genre_scores_gemma":[0.9993113,0.0001770631,0.0002389713,0.00004855029,0.00003638847,0.000009869131,0.00006782117,0.000001804041,0.0001082432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002495035,"threshold_uncertainty_score":0.0052616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01406626236141253,"score_gpt":0.2642288661096692,"score_spread":0.2501626037482567,"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."}}