{"id":"W3194041222","doi":"10.1080/15614263.2021.1958682","title":"Adverse outcomes in non-fatal use of force encounters involving excited delirium syndrome","year":2021,"lang":"en","type":"article","venue":"Police Practice and Research","topic":"Restraint-Related Deaths","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Carleton University; University of Calgary; Royal Canadian Mounted Police","funders":"","keywords":"Odds; Odds ratio; Logistic regression; Medicine; Adverse effect; Psychological intervention; Injury prevention; Law enforcement; Poison control; Human factors and ergonomics; Psychology; Demography; Emergency medicine; Psychiatry; Internal medicine; Political science; Sociology; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0007778239,0.0002577949,0.0002781187,0.0008529612,0.0007744333,0.0006029598,0.0004238217,0.000351835,0.0008246294],"category_scores_gemma":[0.006451647,0.0002287785,0.0004301202,0.0005304817,0.0004047633,0.0004138699,0.001037711,0.0006259469,0.00009089492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001011355,"about_ca_system_score_gemma":0.00165665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06309945,"about_ca_topic_score_gemma":0.108181,"domain_scores_codex":[0.9988979,0.0002502538,0.0001390875,0.00009885387,0.0003513334,0.0002626432],"domain_scores_gemma":[0.9951095,0.0004388767,0.003197918,0.000127274,0.0005294497,0.0005969466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005743696,0.00002729206,0.9983576,0.000009097982,0.00002307094,0.0001110891,0.0001463197,0.00002632835,0.00003752935,0.00000972173,0.00004322535,0.001151376],"study_design_scores_gemma":[0.000001807776,0.0001016805,0.9991645,0.00001104231,0.000005239232,0.0001717389,0.0003671441,0.00008542589,0.00001919935,0.00001436657,0.00005436109,0.000003675487],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993725,0.0001207003,0.00005094898,0.00004586128,0.00000509577,0.00001551963,0.0001149462,0.000001811651,0.0002724834],"genre_scores_gemma":[0.9995955,0.0001175988,0.00006069041,0.00001422811,0.000006762474,0.000005494351,0.0001333378,5.872255e-7,0.00006588749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06309945,"threshold_uncertainty_score":0.1254643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08083459775103155,"score_gpt":0.4180415184448177,"score_spread":0.3372069206937861,"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."}}