{"id":"W2912769031","doi":"10.1093/ons/opy356","title":"Expanded Endonasal Endoscopic Surgery in Suprasellar Craniopharyngiomas: A Retrospective Analysis of 43 Surgeries Including Recurrent Cases","year":2019,"lang":"en","type":"article","venue":"Operative Neurosurgery","topic":"Pituitary Gland Disorders and Treatments","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; Toronto Western Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Craniopharyngioma; Diabetes insipidus; Surgery; Retrospective cohort study; Headaches; Endoscopic endonasal surgery; Esthesioneuroblastoma; Cerebrospinal fluid leak; Cohort; Hydrocephalus; Cerebrospinal fluid; Radiation therapy; Pediatrics; Internal medicine; Skull","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":[0.0006716359,0.0003104563,0.0004663219,0.001295851,0.0006003556,0.0005594042,0.0004589476,0.0003803892,0.001073973],"category_scores_gemma":[0.001956985,0.0004219838,0.0006758757,0.001022641,0.0005548568,0.0004926118,0.0007027207,0.0003575789,0.0002691195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003314122,"about_ca_system_score_gemma":0.0004271043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001854458,"about_ca_topic_score_gemma":0.00219772,"domain_scores_codex":[0.9990196,0.0001122442,0.0001805833,0.0002259037,0.0002924014,0.0001692644],"domain_scores_gemma":[0.9976771,0.0003384642,0.001286905,0.000220605,0.0001688797,0.0003080767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005391114,0.00002375439,0.9942984,0.00001516823,0.00004663365,0.002794189,0.000131313,0.00002965572,0.0004231701,0.00001047432,0.00004710059,0.002126367],"study_design_scores_gemma":[0.000006046023,0.0002034425,0.9755518,0.0000173546,0.0000569626,0.02284824,0.000534137,0.0001587629,0.0002721196,0.00001571041,0.0003270671,0.000008323952],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993741,0.0003540982,0.00006018457,0.000007169401,0.00000211936,0.000005773651,0.00004741806,0.000002989617,0.0001462317],"genre_scores_gemma":[0.9995223,0.0002402007,0.00005981953,0.00001052723,0.000007229136,0.000006825173,0.0001128948,0.000003141363,0.00003693784],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001854458,"threshold_uncertainty_score":0.003687382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03485742754686203,"score_gpt":0.3074291805773175,"score_spread":0.2725717530304554,"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."}}