{"id":"W4213437750","doi":"10.1111/jocn.16264","title":"Physical restraint practices in an adult intensive care unit: A prospective observational study","year":2022,"lang":"en","type":"article","venue":"Journal of Clinical Nursing","topic":"Healthcare Decision-Making and Restraints","field":"Psychology","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; Mount Sinai Hospital; University of Toronto","funders":"","keywords":"Observational study; Medicine; Psychological intervention; Documentation; Intensive care unit; Prospective cohort study; Health care; Medical emergency; Emergency medicine; Nursing; Physical therapy; Psychiatry; Surgery","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":[0.001509085,0.0003597864,0.0005772763,0.0009063632,0.0009829383,0.0009654357,0.0006489695,0.0005981292,0.001103737],"category_scores_gemma":[0.003601958,0.000545658,0.0004085084,0.001698861,0.0007480469,0.0009791781,0.0008484566,0.0009144329,0.0003173656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001626849,"about_ca_system_score_gemma":0.002477081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04179409,"about_ca_topic_score_gemma":0.06912377,"domain_scores_codex":[0.9985425,0.0003419158,0.0002710977,0.0002206196,0.0003690207,0.0002548705],"domain_scores_gemma":[0.9964471,0.0005154,0.001669853,0.0001896117,0.0005040983,0.0006738598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005618602,0.0001446496,0.9984732,0.00002391876,0.00001359843,0.00007083982,0.0006438139,0.000008133364,0.00006246467,0.000005029904,0.00005941511,0.0004387943],"study_design_scores_gemma":[0.00001563459,0.0005886863,0.9969361,0.00002751614,0.00001349833,0.0001539767,0.002033078,0.00007488048,0.00002367872,0.000005540701,0.0001218075,0.000005627251],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994352,0.00009963935,0.0000454051,0.00002337437,0.000002520924,0.00006329573,0.0001578212,0.000001579529,0.0001710669],"genre_scores_gemma":[0.9989982,0.0001852871,0.0002045562,0.00008911281,0.000008838819,0.0000786856,0.0003431511,0.000001277279,0.00009082509],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04179409,"threshold_uncertainty_score":0.08310163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3816611844756383,"score_gpt":0.6125886029101649,"score_spread":0.2309274184345266,"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."}}