{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003718312,0.0001114584,0.0002745441,0.00005340742,0.0001139743,0.00003099663,0.00006594294,0.00006463722,0.0001977951],"category_scores_gemma":[0.0007902096,0.0001094433,0.0001559291,0.0002661115,0.0001704835,0.0001903433,0.00003843683,0.0001966383,0.00002392937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001851903,"about_ca_system_score_gemma":0.0001042304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002534727,"about_ca_topic_score_gemma":0.000003804267,"domain_scores_codex":[0.9989264,0.00007439804,0.000283147,0.000253931,0.0002709299,0.0001912194],"domain_scores_gemma":[0.9989176,0.0001907737,0.00002098286,0.0003535612,0.0003706836,0.0001464309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002689491,0.003735325,0.04674109,0.009877568,0.0006942072,0.00827147,0.03533486,0.0000975341,0.1236049,0.7308553,0.006529987,0.03398885],"study_design_scores_gemma":[0.004708713,0.002491495,0.3763304,0.001748402,0.001997077,0.004604276,0.07155802,0.0001883364,0.5123903,0.01199968,0.01061453,0.001368694],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884197,0.001701716,0.001463369,0.002583604,0.001151298,0.0001567355,0.00005235007,0.00009458394,0.004376715],"genre_scores_gemma":[0.9977571,0.00001753962,0.001628827,0.0001937046,0.0002272662,0.00003580698,0.0000735307,0.00001603355,0.00005017196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7188556,"threshold_uncertainty_score":0.4462968,"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."}}