{"id":"W3095361955","doi":"10.1016/j.crad.2020.10.002","title":"Subcallosal haemorrhage as a sign of diffuse axonal injury in patients with traumatic brain injury","year":2020,"lang":"en","type":"article","venue":"Clinical Radiology","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Diffuse axonal injury; Glasgow Coma Scale; Corpus callosum; Glasgow Outcome Scale; Grading (engineering); Traumatic brain injury; Magnetic resonance imaging; Midline shift; Receiver operating characteristic; Surgery; Radiology; Hematoma; Internal medicine; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004958435,0.0008471414,0.0008732278,0.003137082,0.001100317,0.00131179,0.000794615,0.001865571,0.002542974],"category_scores_gemma":[0.006270524,0.0006293253,0.0003954992,0.001922594,0.00154713,0.001396974,0.0008674348,0.001037773,0.0005508849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005575491,"about_ca_system_score_gemma":0.0008581042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003359908,"about_ca_topic_score_gemma":0.003294251,"domain_scores_codex":[0.9993635,0.0001211774,0.000126327,0.00006973434,0.000150741,0.0001686639],"domain_scores_gemma":[0.997962,0.0005921895,0.0006065125,0.00008980351,0.0002044239,0.0005451488],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001059987,0.0001394055,0.8068252,0.0001015761,0.00006437799,0.184096,0.0006136574,0.0001281472,0.002317466,0.0001021437,0.0005242928,0.004027691],"study_design_scores_gemma":[0.00005865973,0.0005407372,0.7331216,0.00006400043,0.0001054893,0.262785,0.001582452,0.0004676737,0.0005886761,0.0001771651,0.0004668017,0.00004172733],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931784,0.001617045,0.0001164354,0.0002548163,0.00003236047,0.00002383596,0.00007929876,0.0000186457,0.004679248],"genre_scores_gemma":[0.9990585,0.000449426,0.00007861939,0.00008806558,0.00009416448,0.000006502321,0.00006095164,0.000002859942,0.0001608043],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003359908,"threshold_uncertainty_score":0.008507073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04831191142948534,"score_gpt":0.3342376455092815,"score_spread":0.2859257340797962,"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."}}