{"id":"W1989299051","doi":"10.1016/j.jcrc.2014.07.026","title":"Adherence to guidelines for management of cerebral perfusion pressure and outcome in patients who have severe traumatic brain injury","year":2014,"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":"Centre for Advancing Health Outcomes; Providence Health Care; Vancouver Coastal Health Research Institute; University of British Columbia; Vancouver Coastal Health","funders":"","keywords":"Medicine; Cerebral perfusion pressure; Intensive care unit; Traumatic brain injury; Odds ratio; Confidence interval; Intracranial pressure; Anesthesia; Retrospective cohort study; Internal medicine; Perfusion","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":[0.0004049634,0.0001181661,0.0004633854,0.00009992941,0.00003012467,0.00001406501,0.0001035457,0.00006057838,0.00002584842],"category_scores_gemma":[0.001531291,0.00008789914,0.0001347954,0.00006549713,0.00005788352,0.00009607838,0.0000389306,0.0001403826,5.311963e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001582294,"about_ca_system_score_gemma":0.00001534765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003151877,"about_ca_topic_score_gemma":0.000003894872,"domain_scores_codex":[0.9985026,0.00007025246,0.0007411785,0.0001438225,0.0003854179,0.0001567174],"domain_scores_gemma":[0.9987434,0.0002026641,0.0001068922,0.0001501318,0.0006523373,0.0001445816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004092232,0.001120202,0.6100438,0.04192608,0.0002193922,0.00004103093,0.008254877,0.00006544906,0.0002132078,0.005378949,0.0112464,0.3173984],"study_design_scores_gemma":[0.005780655,0.00710364,0.9744907,0.002940802,0.0006475055,0.00003391904,0.004832235,0.0003398718,0.0005588836,0.0009877676,0.002055296,0.0002287104],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944257,0.0004745719,0.0006305857,0.00349208,0.0001521878,0.0004546118,0.0000265502,0.000004002788,0.000339741],"genre_scores_gemma":[0.9928827,0.000004131345,0.005792856,0.001130675,0.00007329031,0.000008074569,0.00000242442,0.00001134137,0.00009452303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.364447,"threshold_uncertainty_score":0.3584423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06795196149679973,"score_gpt":0.3841941234404708,"score_spread":0.3162421619436711,"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."}}