{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003750011,0.0005131111,0.00084393,0.001096232,0.0006986853,0.001280314,0.0005223296,0.002341761,0.003025645],"category_scores_gemma":[0.006792277,0.0003414791,0.0004795111,0.001371127,0.00101934,0.00187433,0.0002380491,0.001895554,0.0004566475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005782904,"about_ca_system_score_gemma":0.001359917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002506991,"about_ca_topic_score_gemma":0.003493074,"domain_scores_codex":[0.9993936,0.00009810415,0.0001255624,0.00007114443,0.0001563039,0.0001552983],"domain_scores_gemma":[0.9978094,0.0008669873,0.0007728247,0.00004175098,0.0001457786,0.0003633189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002656729,0.0001581863,0.8253265,0.000244103,0.0001074554,0.1323183,0.0002920231,0.0002915261,0.0005373911,0.0007666174,0.006143347,0.03354875],"study_design_scores_gemma":[0.00007570918,0.0004392214,0.5185875,0.0009557891,0.0003263033,0.4645224,0.004155763,0.00082083,0.0007459394,0.002476611,0.006842574,0.00005125368],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8654061,0.06889875,0.001241711,0.03405127,0.001039882,0.00006408845,0.0006123572,0.0001093865,0.02857642],"genre_scores_gemma":[0.9722475,0.02269646,0.0006998566,0.001898478,0.001789114,0.00001763624,0.0002839788,0.00001844807,0.0003484057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003025645,"threshold_uncertainty_score":0.01012182,"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."}}