{"id":"W3176981262","doi":"10.1097/ccm.0000000000005111","title":"Physical Restraints in Critically Ill Children: A Multicenter Longitudinal Point Prevalence Study*","year":2021,"lang":"en","type":"article","venue":"Critical Care Medicine","topic":"Healthcare Decision-Making and Restraints","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine; Children's Hospital of Eastern Ontario","funders":"","keywords":"Medicine; Critically ill; Odds ratio; Odds; Physical examination; Emergency medicine; Pediatrics; Logistic regression; Intensive care medicine; Surgery","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":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005940848,0.0003251146,0.000649245,0.0001675695,0.0001322967,0.00003068707,0.0003365956,0.0001968411,0.002138674],"category_scores_gemma":[0.01452815,0.0002615321,0.0001225399,0.0004364305,0.0008277504,0.00007437786,0.0001421018,0.001003972,0.0002539772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001260379,"about_ca_system_score_gemma":0.0001411027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002089027,"about_ca_topic_score_gemma":0.0001428825,"domain_scores_codex":[0.9956211,0.0008398516,0.0007248051,0.001099664,0.0008112426,0.000903288],"domain_scores_gemma":[0.995378,0.001711465,0.00003444812,0.0008542929,0.001467071,0.0005547516],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008375035,0.01096347,0.6120815,0.001419227,0.0002059507,0.1392725,0.08854254,0.000004028591,0.000570468,0.01235443,0.001794746,0.1319536],"study_design_scores_gemma":[0.002989003,0.001407759,0.9349021,0.001001436,0.0001177302,0.0009905291,0.05690583,0.00003059211,0.00002807127,0.001157676,0.0001490344,0.0003202939],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.976234,0.001554428,0.0003440377,0.01430998,0.001364922,0.0005445399,0.00004327538,0.00008757447,0.00551729],"genre_scores_gemma":[0.9955732,0.00001079624,0.0002608412,0.002834771,0.001038515,0.00006650794,0.00002221259,0.00004092914,0.0001522927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3228205,"threshold_uncertainty_score":0.9999837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0442412571355851,"score_gpt":0.4347875143555897,"score_spread":0.3905462572200046,"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."}}