{"id":"W3161020140","doi":"10.1007/s00381-021-05204-w","title":"Traumatic cerebral dural sinus vein thrombosis/stenosis in pediatric patients—is anticoagulation necessary?","year":2021,"lang":"en","type":"article","venue":"Child s Nervous System","topic":"Cerebral Venous Sinus Thrombosis","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Surgery; Thrombosis; Retrospective cohort study; Trauma center; Stenosis; Neurosurgery; Head trauma; Traumatic brain injury; Head injury; Radiology","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":[0.0002574303,0.000491628,0.001217566,0.000414947,0.0002606156,0.0001139121,0.0002296599,0.0003302742,0.0003197319],"category_scores_gemma":[0.0001202066,0.0004735907,0.000362685,0.0010749,0.00005782343,0.0003291683,0.0001328814,0.000465364,0.0002854345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007589686,"about_ca_system_score_gemma":0.0002167969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004025376,"about_ca_topic_score_gemma":0.0002301895,"domain_scores_codex":[0.9960909,0.0002583876,0.001172025,0.000853594,0.0008452873,0.0007797601],"domain_scores_gemma":[0.9980444,0.00009905738,0.0003497657,0.0008972393,0.0003116218,0.0002979129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000509391,0.001436511,0.9866881,0.002893482,0.0001530346,0.0001673665,0.00409171,0.00005823487,0.0001726666,0.0002854464,0.00283796,0.001164538],"study_design_scores_gemma":[0.003539396,0.0002958591,0.9904052,0.0009670273,0.0005057586,0.0002073723,0.00135905,0.00120556,0.0009389388,0.00002909942,0.00007108035,0.0004756728],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855312,0.0005568389,0.00003473271,0.00168252,0.0007244872,0.001057734,0.00004406739,0.0002908751,0.01007756],"genre_scores_gemma":[0.9976469,0.00003107374,0.0004169456,0.0006836582,0.0005639171,0.00004247804,0.0002540779,0.0001165215,0.0002444868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01211565,"threshold_uncertainty_score":0.9997716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01868083835221924,"score_gpt":0.2497975959677014,"score_spread":0.2311167576154822,"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."}}