{"id":"W4327945454","doi":"10.3171/case2332","title":"Sinus pericranii in the setting of a posterior fossa pilocytic astrocytoma: illustrative case","year":2023,"lang":"en","type":"article","venue":"Journal of Neurosurgery Case Lessons","topic":"Craniofacial Disorders and Treatments","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; University of Toronto; Hospital for Sick Children","funders":"","keywords":"Medicine; Pilocytic astrocytoma; Craniotomy; Hydrocephalus; Radiology; Headaches; Vascular anomaly; Surgery; Astrocytoma; Glioma","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":[],"consensus_categories":[],"category_scores_codex":[0.0003559169,0.0001441298,0.0002547662,0.0001586333,0.0001112318,0.00003134104,0.0001012426,0.00006623283,0.00000480882],"category_scores_gemma":[0.0001765337,0.000105424,0.0002174427,0.0004211949,0.00006177479,0.00001019652,0.00004976391,0.0001624529,0.000001707953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001483395,"about_ca_system_score_gemma":0.0001108303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005098321,"about_ca_topic_score_gemma":0.0002091223,"domain_scores_codex":[0.9988341,0.0001882111,0.0004398028,0.0001533292,0.000159284,0.0002252151],"domain_scores_gemma":[0.9992341,0.0001144949,0.0003173411,0.0001759377,0.000100321,0.00005775782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0008822805,0.0007164296,0.01867123,0.0000864875,0.000210158,0.6472091,0.003040184,0.0004392815,0.312775,0.00001588947,0.001960038,0.01399392],"study_design_scores_gemma":[0.004161103,0.003052098,0.07953312,0.0001363705,0.0002411153,0.8824309,0.01451468,0.0002821394,0.01350117,0.00007189113,0.001600484,0.0004749442],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985515,0.000122868,0.00002042054,0.0008820122,0.0001755993,0.000121352,0.00006796923,0.000003402649,0.00005480283],"genre_scores_gemma":[0.9996369,0.00005241058,0.00002480065,0.0001521272,0.00007615419,0.000005160514,0.000006332365,0.00001594017,0.00003018611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2992738,"threshold_uncertainty_score":0.4299064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.028470147796191,"score_gpt":0.3058503891792915,"score_spread":0.2773802413831005,"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."}}