{"id":"W3163230395","doi":"10.1097/cce.0000000000000396","title":"Intraparenchymal Neuromonitoring of Cerebral Fat Embolism Syndrome","year":2021,"lang":"en","type":"article","venue":"Critical Care Explorations","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Coastal Health; Vancouver General Hospital; Vancouver Coastal Health Research Institute; University of British Columbia","funders":"","keywords":"Medicine; Cerebral embolism; Fat embolism; Embolism; Fat embolism syndrome; Blood pressure; Anesthesia; Intensive care medicine; Cardiology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00186819,0.0002245748,0.00040845,0.001801802,0.000211252,0.000589936,0.0003431773,0.0002044227,0.001535068],"category_scores_gemma":[0.0093296,0.00006438177,0.0002192542,0.001826403,0.0003072043,0.0003831513,0.0002783304,0.000249905,0.0001362854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004438712,"about_ca_system_score_gemma":0.001491686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00433679,"about_ca_topic_score_gemma":0.008210194,"domain_scores_codex":[0.998755,0.000519969,0.0003032302,0.00009848979,0.0002561349,0.00006719418],"domain_scores_gemma":[0.9955922,0.0016233,0.001678458,0.0001856335,0.0008311706,0.00008927102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008066663,0.0001012273,0.8625268,0.002448708,0.0003324717,0.002092206,0.0003569357,0.0005936265,0.002736752,0.0003116429,0.0009324123,0.1267606],"study_design_scores_gemma":[0.00009228463,0.0008020822,0.9806539,0.001434973,0.0005280825,0.005617207,0.0006997631,0.001567591,0.004817671,0.0005146576,0.003241492,0.00003018062],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9589045,0.01467938,0.009939838,0.0008864856,0.00004950773,0.001306696,0.004949843,0.00005448094,0.009229238],"genre_scores_gemma":[0.9910167,0.003095086,0.004174716,0.0001612248,0.00006522467,0.0002667439,0.0008543447,0.000004134031,0.0003619116],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00433679,"threshold_uncertainty_score":0.009880066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05464673184557197,"score_gpt":0.3247348125502088,"score_spread":0.2700880807046369,"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."}}