{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0005995196,0.0002311908,0.0006346271,0.0002162989,0.0002540275,0.0002054367,0.0006927506,0.0001393055,0.0001507135],"category_scores_gemma":[0.0124847,0.0002033051,0.0002664876,0.0001627705,0.0008123048,0.0003869555,0.00006504175,0.001113061,0.00004489112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001198295,"about_ca_system_score_gemma":0.0001539247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003390032,"about_ca_topic_score_gemma":0.0001811071,"domain_scores_codex":[0.9967946,0.0005794717,0.0009739763,0.0004256121,0.000580492,0.0006458718],"domain_scores_gemma":[0.9950163,0.001371863,0.0003872191,0.0007553328,0.001938917,0.0005303851],"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":[0.003181964,0.001079469,0.007652524,0.0001620174,0.00008099747,0.01002246,0.008821925,0.00001048691,0.0005185105,0.01399075,0.0006635267,0.9538154],"study_design_scores_gemma":[0.002713333,0.002777622,0.9475496,0.002148965,0.0001017492,0.00139779,0.03103571,0.00007485123,0.00006981208,0.009371093,0.002122364,0.0006371019],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9820864,0.0001262805,0.00182048,0.01313409,0.001573256,0.000132812,0.00002676962,0.00002265091,0.001077256],"genre_scores_gemma":[0.9923917,0.00001884907,0.005431965,0.001423107,0.0006494952,0.000005723783,0.000002900142,0.00004063379,0.00003563129],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9531783,"threshold_uncertainty_score":0.9958336,"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."}}