{"id":"W3109518378","doi":"10.2106/jbjs.cc.20.00127","title":"Fatal Cerebral Fat Embolism After Pelvic and Multiple Long Bone Fractures without Associated Lung Injury","year":2020,"lang":"en","type":"article","venue":"JBJS Case Connector","topic":"Bone fractures and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; Fat embolism; Surgery; Pulmonary embolism; Embolism; Radiology; Radiography; Pelvis; Intracranial Embolism; Lung; Internal medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00004881464,0.000323784,0.0005504967,0.00006571523,0.0001199403,0.00006439335,0.00004111051,0.0002149808,0.0005845932],"category_scores_gemma":[0.0003224312,0.0002538558,0.0001390725,0.0001276783,0.0000675582,0.0001840772,0.00008320186,0.0003542992,0.00004388851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000767719,"about_ca_system_score_gemma":0.00004117152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003267919,"about_ca_topic_score_gemma":0.0002489863,"domain_scores_codex":[0.9985818,0.00005443014,0.0002769078,0.0004706334,0.0002385268,0.0003777602],"domain_scores_gemma":[0.9989755,0.000120112,0.0001200481,0.0002379086,0.00007081869,0.0004755733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001936082,0.0003412775,0.9551952,0.0001772867,0.000691503,0.02807799,0.002551951,0.000002049971,0.002403145,0.00001472069,0.005861478,0.00274725],"study_design_scores_gemma":[0.01174704,0.0007708537,0.9703372,0.000212119,0.00102629,0.00251129,0.00036325,0.002915415,0.00672607,0.00002558894,0.00269633,0.0006686159],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949555,0.0017657,0.00003508109,0.00201272,0.0001621124,0.0005871732,0.0002339215,0.0001567608,0.00009099187],"genre_scores_gemma":[0.9942253,0.00001624533,0.0001404158,0.004683472,0.0004531252,0.00002832211,0.0001621414,0.00006357609,0.0002274352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0255667,"threshold_uncertainty_score":0.9999914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01115053656573567,"score_gpt":0.273593072046839,"score_spread":0.2624425354811033,"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."}}