{"id":"W6989136165","doi":"","title":"Agitation in traumatic brain injury critically ill patients : exploring behavioral patterns, effects on healthcare providers, and management","year":2023,"lang":"fr","type":"dissertation","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Critically ill; Intensive care; Poison control; Intensivist; Intensive care unit","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000721228,0.0001730065,0.0003482902,0.0005391936,0.00088974,0.001073785,0.0002752873,0.0004199735,0.001090032],"category_scores_gemma":[0.005281161,0.0001709663,0.0004917837,0.0007261889,0.000395215,0.0009262026,0.00084776,0.00103735,0.0001509522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001418863,"about_ca_system_score_gemma":0.002881735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01090012,"about_ca_topic_score_gemma":0.03180019,"domain_scores_codex":[0.9993338,0.0002813238,0.00008086524,0.00003814223,0.0001275946,0.0001381728],"domain_scores_gemma":[0.9983543,0.0003244127,0.0006874501,0.00002055283,0.0002687171,0.0003445779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002970924,0.0008772659,0.916903,0.0007290807,0.0001336463,0.0005737046,0.01863416,0.00008837721,0.000393378,0.0001993272,0.001266604,0.05990428],"study_design_scores_gemma":[0.00002002224,0.0009664002,0.9434296,0.0004791552,0.00006589881,0.000404426,0.05235415,0.0001482395,0.0001022774,0.0001670557,0.001836714,0.00002606809],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953289,0.001746751,0.00008266798,0.001296039,0.00002298428,0.00005177153,0.00007902721,0.000002148594,0.001389668],"genre_scores_gemma":[0.993916,0.004593405,0.0003611011,0.0004996426,0.00003015635,0.00009489168,0.0001149881,0.000001746026,0.0003879843],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01090012,"threshold_uncertainty_score":0.02167332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03636582106929404,"score_gpt":0.2790990880378788,"score_spread":0.2427332669685847,"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."}}