{"id":"W2117451522","doi":"10.4103/2152-7806.97004","title":"Metastatic coagulopathic subdural hematoma: A dismal prognosis","year":2012,"lang":"en","type":"article","venue":"Surgical Neurology International","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital","funders":"","keywords":"Medicine; Coagulopathy; Hematoma; Chronic subdural hematoma; Disseminated intravascular coagulation; Autopsy; Surgery; Acute subdural hematoma; Midline shift; Radiology; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002751737,0.0001613989,0.0002850825,0.00009714663,0.00004999903,0.00001290593,0.00009403317,0.00006803605,0.001388174],"category_scores_gemma":[0.00009244629,0.0001189654,0.0001896514,0.00009301552,0.0001269205,0.0001044349,0.00006995262,0.0002673714,0.0002858865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002279886,"about_ca_system_score_gemma":0.00002934002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001067428,"about_ca_topic_score_gemma":0.000001946802,"domain_scores_codex":[0.998648,0.0001332238,0.000273549,0.0002322965,0.0003457507,0.0003671971],"domain_scores_gemma":[0.9992613,0.0002224495,0.00007000621,0.0001399067,0.00006806118,0.0002382413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001368518,0.002719547,0.9546774,0.00003704056,0.0006322354,0.003268015,0.000125089,0.000004730565,0.00009831623,0.0313896,0.001347607,0.004331875],"study_design_scores_gemma":[0.01145273,0.001895179,0.7253928,0.00003653427,0.000678175,0.03025012,0.0000458994,0.001204627,0.001098349,0.001000281,0.2265043,0.0004410155],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9817832,0.0003463198,0.00008940747,0.01383223,0.0009023336,0.0002581001,0.00003518965,0.00007543742,0.002677794],"genre_scores_gemma":[0.996654,0.00002290043,0.0005595047,0.001751056,0.0003947148,0.00008780554,0.000122579,0.00001850741,0.0003889028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2292846,"threshold_uncertainty_score":0.9995247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02902505085408899,"score_gpt":0.3141696844863054,"score_spread":0.2851446336322164,"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."}}