{"id":"W2607756277","doi":"10.1016/j.jcrc.2017.04.031","title":"Complications following hospital admission for traumatic brain injury: A multicenter cohort study","year":2017,"lang":"en","type":"article","venue":"Journal of Critical Care","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Hôpital de l'Enfant-Jésus; Institut National d'Excellence en Santé et en Services Sociaux; The Quebec Population Health Research Network","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research","keywords":"Medicine; Glasgow Coma Scale; Traumatic brain injury; Mechanical ventilation; Complication; Odds ratio; Incidence (geometry); Cohort; Head injury; Glasgow Outcome Scale; Emergency medicine; Cohort study; Injury Severity Score; Pediatrics; Surgery; Poison control; Anesthesia; Internal medicine; Injury prevention","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001455488,0.001068653,0.001349619,0.001689131,0.001976012,0.002335954,0.001346398,0.001574115,0.002535828],"category_scores_gemma":[0.004449632,0.001355923,0.002122625,0.002919083,0.0008304762,0.002583746,0.001915034,0.001987456,0.0005689961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009912386,"about_ca_system_score_gemma":0.001519976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01212217,"about_ca_topic_score_gemma":0.0130028,"domain_scores_codex":[0.9981542,0.0004523873,0.0002459529,0.0004953864,0.0001986331,0.0004534667],"domain_scores_gemma":[0.995735,0.0005092168,0.001785678,0.0005122166,0.0004594621,0.0009982915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000329709,0.0001519055,0.9984264,0.000007128068,0.0001703895,0.0002083896,0.0001731858,0.00001561198,0.0001074939,0.00001535731,0.00009864847,0.0002956919],"study_design_scores_gemma":[0.00005615837,0.0003625463,0.9971619,0.00001124424,0.0001295905,0.0005547573,0.001403415,0.0001370519,0.00003253329,0.0000262577,0.0001042233,0.00002043739],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993536,0.0001046678,0.00006098389,0.00003365725,0.0000127735,0.000022436,0.0002836503,0.000002349573,0.0001258641],"genre_scores_gemma":[0.9987274,0.0001424679,0.00008395397,0.00006570565,0.00003223699,0.00004120677,0.0007344388,0.000005509068,0.0001670266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01212217,"threshold_uncertainty_score":0.02410322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04826754666283897,"score_gpt":0.401126312942471,"score_spread":0.352858766279632,"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."}}