{"id":"W2003861372","doi":"10.1016/j.anclin.2011.09.010","title":"Delirium Prevention and Treatment","year":2011,"lang":"en","type":"article","venue":"Anesthesiology Clinics","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hôpital Maisonneuve-Rosemont; Université de Montréal","funders":"","keywords":"Delirium; Medicine; Intensive care medicine; Sedative; Addiction; Emergence delirium; Critically ill; Psychiatry; Anesthesia","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":[],"consensus_categories":[],"category_scores_codex":[0.00009416068,0.0001046218,0.0002266263,0.00005893479,0.00003448377,0.000001434891,0.00002488957,0.0001429644,0.000110894],"category_scores_gemma":[0.001084839,0.00008162075,0.00007801769,0.00004040684,0.0001650743,0.00002224408,0.00001164304,0.00008106178,0.00008986832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001647658,"about_ca_system_score_gemma":0.00006023323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001773135,"about_ca_topic_score_gemma":0.00001295783,"domain_scores_codex":[0.9993773,0.00006716505,0.0001783344,0.0001979276,0.00003484748,0.000144389],"domain_scores_gemma":[0.998369,0.0001148607,0.00005544039,0.0001475915,0.001248305,0.00006476643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001147926,0.0006134124,0.8291004,0.000020305,0.0002238811,0.0004353401,0.001504904,5.778252e-8,0.000249573,0.001309221,0.001667187,0.1637277],"study_design_scores_gemma":[0.002597236,0.01116055,0.96131,0.00005344933,0.0003947693,0.0005144014,0.00296531,0.00002868607,0.00130582,0.003493833,0.01598057,0.0001953429],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937291,0.0002722669,0.00004901285,0.0005998792,0.00008697662,0.0002571373,9.341749e-7,0.0000385117,0.004966184],"genre_scores_gemma":[0.9734402,0.0005884565,0.001020868,0.02359968,0.00004697266,0.00002228468,0.00003169951,0.0000164639,0.001233409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1635324,"threshold_uncertainty_score":0.3328398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06685378652535684,"score_gpt":0.3305964601779818,"score_spread":0.2637426736526249,"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."}}