{"id":"W2752840833","doi":"10.4037/ajcc2017677","title":"Psychotropic Drug Use in Physically Restrained, Critically Ill Adults Receiving Mechanical Ventilation","year":2017,"lang":"en","type":"article","venue":"American Journal of Critical Care","topic":"Healthcare Decision-Making and Restraints","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sinai Health System","funders":"","keywords":"Medicine; Psychological intervention; Mechanical ventilation; Observational study; Interquartile range; Sedation; Psychotropic drug; Emergency medicine; Drug; Psychomotor agitation; Intensive care medicine; Anesthesia; Physical therapy; Psychiatry; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0002505298,0.0001755694,0.0002979065,0.0003863176,0.0004858306,0.0004102452,0.0001402602,0.0003727498,0.001405113],"category_scores_gemma":[0.001940128,0.0002022817,0.0002704964,0.0004124455,0.0002392957,0.0003262298,0.0003377216,0.0006730831,0.0001330929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003110675,"about_ca_system_score_gemma":0.0004020969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0025305,"about_ca_topic_score_gemma":0.003751355,"domain_scores_codex":[0.999662,0.00006441672,0.00006281742,0.00004952159,0.0000792655,0.00008194615],"domain_scores_gemma":[0.998376,0.0002547407,0.0009397854,0.00003061932,0.00008065594,0.0003181646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001288147,0.0001246451,0.9980122,0.00002003559,0.00001826613,0.0001505446,0.0001450461,0.00001340208,0.0002024952,0.000004211443,0.00006120702,0.001119175],"study_design_scores_gemma":[0.0000118228,0.0004724567,0.9986266,0.00001432841,0.00001115695,0.0004439641,0.0002409173,0.00004312527,0.0000558509,0.000004714143,0.00007247612,0.000002536194],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995565,0.0001958444,0.00001193521,0.00002631014,0.000002936246,0.000008932223,0.0000753258,7.751711e-7,0.0001213881],"genre_scores_gemma":[0.9996138,0.0001434737,0.0000383779,0.00004885434,0.000009066097,0.000009866839,0.00009581613,3.623749e-7,0.00004045396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0025305,"threshold_uncertainty_score":0.005031586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0347442218293814,"score_gpt":0.4100940142574606,"score_spread":0.3753497924280791,"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."}}