{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001253515,0.0001359986,0.0003520638,0.0005550644,0.00007889418,0.00005477065,0.0001066648,0.000179614,0.00007132669],"category_scores_gemma":[0.009332212,0.0001177103,0.00006859264,0.0008699645,0.0002152855,0.0009188437,0.0002324508,0.001036099,0.00003734686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001158756,"about_ca_system_score_gemma":0.0004119515,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01102615,"about_ca_topic_score_gemma":0.0004644455,"domain_scores_codex":[0.9976173,0.0003338191,0.0003934803,0.0003402981,0.0007901455,0.0005249351],"domain_scores_gemma":[0.9958981,0.002331303,0.00009591565,0.0004542996,0.0009814582,0.0002388813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003813917,0.004101295,0.4618586,0.002940269,0.001553047,0.02438078,0.05180601,0.0002091086,0.4391349,0.001451837,0.003337936,0.005412329],"study_design_scores_gemma":[0.009086328,0.001332509,0.874593,0.001883481,0.000297258,0.007479866,0.08272659,0.006227362,0.007200883,0.0001783437,0.008387005,0.0006073455],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913207,0.0003978347,0.00003041687,0.00465473,0.00005932755,0.0003688187,0.0000103152,0.00001609767,0.003141762],"genre_scores_gemma":[0.9920083,0.001257678,0.0009463429,0.0008868838,0.00003271636,0.00001837802,0.00002511439,0.00002734353,0.004797211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.431934,"threshold_uncertainty_score":0.9990126,"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."}}