{"id":"W2775375768","doi":"10.1016/j.bja.2017.08.004","title":"Tracking and Reporting Outcomes Of Procedural Sedation (TROOPS): Standardized Quality Improvement and Research Tools from the International Committee for the Advancement of Procedural Sedation","year":2017,"lang":"en","type":"article","venue":"British Journal of Anaesthesia","topic":"Anesthesia and Sedative Agents","field":"Medicine","cited_by":84,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lions Gate Hospital; University of British Columbia","funders":"","keywords":"Sedation; Medicine; Consistency (knowledge bases); Quality (philosophy); Multidisciplinary approach; Tracking (education); Inclusion (mineral); Medical physics; Medical emergency; Psychology; Anesthesia; Computer science; Political science","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.3161989,0.001253932,0.002494367,0.01958626,0.002321704,0.00715416,0.004371635,0.002353953,0.001956076],"category_scores_gemma":[0.4209972,0.0009454412,0.00332791,0.02102351,0.003080724,0.005578185,0.008454093,0.004689326,0.001970241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009051345,"about_ca_system_score_gemma":0.04862657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01078233,"about_ca_topic_score_gemma":0.009167665,"domain_scores_codex":[0.5369069,0.1740429,0.202125,0.009011881,0.07375929,0.00415399],"domain_scores_gemma":[0.3479308,0.1341531,0.2040883,0.07257465,0.2319096,0.009343539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007794082,0.001080585,0.1435411,0.01266679,0.0009009867,0.00014958,0.004716742,0.002115884,0.002075556,0.01390315,0.08184835,0.7362218],"study_design_scores_gemma":[0.00087664,0.003423108,0.6741484,0.02137527,0.001121189,0.0007135261,0.004703956,0.005945339,0.01145111,0.01016475,0.2653365,0.0007401289],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.07622719,0.02036132,0.5815429,0.04230945,0.006626399,0.1547257,0.05519665,0.0083062,0.05470414],"genre_scores_gemma":[0.1980197,0.01073213,0.605396,0.006282335,0.001634972,0.1177255,0.05485925,0.001048759,0.004301297],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.3161989,"threshold_uncertainty_score":0.8432485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1567956571735214,"score_gpt":0.4295763135701099,"score_spread":0.2727806563965886,"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."}}