{"id":"W2514145946","doi":"10.1016/j.jcrc.2016.07.021","title":"Predictors of clinicians' underuse of daily sedation interruption and sedation scales","year":2016,"lang":"en","type":"article","venue":"Journal of Critical Care","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Sedation; Intensive care medicine; Emergency medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002562736,0.0002137069,0.0004175826,0.001232391,0.0005593203,0.001207373,0.000434703,0.0008704736,0.001792367],"category_scores_gemma":[0.04727359,0.0002779695,0.0004648686,0.001168172,0.0002808079,0.0008189022,0.0007175814,0.001565123,0.0002453274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007874952,"about_ca_system_score_gemma":0.001540087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004636311,"about_ca_topic_score_gemma":0.009215254,"domain_scores_codex":[0.9956769,0.001276595,0.001180873,0.0002974351,0.001252426,0.0003156818],"domain_scores_gemma":[0.9285947,0.02737264,0.03146341,0.00146635,0.006455151,0.004647634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009463475,0.00007122427,0.9964226,0.00001932047,0.0000549125,0.00005039323,0.0002535566,0.00004398122,0.00009617684,0.00001181167,0.0002393676,0.002641906],"study_design_scores_gemma":[0.000008020042,0.00008196872,0.9982842,0.00002954211,0.00003315226,0.0002367532,0.0005487239,0.0004479467,0.00006055389,0.00002063099,0.0002410569,0.000007348851],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967039,0.0006561056,0.000121736,0.000504195,0.00003490717,0.00002754583,0.0002700231,0.00001304554,0.001668496],"genre_scores_gemma":[0.9991166,0.0001795046,0.000249341,0.00009622549,0.00003409146,0.00001433522,0.0001609413,0.000003409749,0.0001455129],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004636311,"threshold_uncertainty_score":0.0135532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03671244202053735,"score_gpt":0.3652993347357599,"score_spread":0.3285868927152225,"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."}}