{"id":"W2407296660","doi":"10.1007/s11060-016-2147-4","title":"Microsurgical removal of craniopharyngioma: endoscopic and transcranial techniques for complication avoidance","year":2016,"lang":"en","type":"review","venue":"Journal of Neuro-Oncology","topic":"Pituitary Gland Disorders and Treatments","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Neurovascular bundle; Craniopharyngioma; Medicine; Resection; Surgery","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":[0.0002236739,0.0002481814,0.002187351,0.0002222974,0.00004694489,0.000004934451,0.0001281023,0.0003029034,0.00001662856],"category_scores_gemma":[0.00008808084,0.00014989,0.000574865,0.00008616003,0.0001308556,0.00005726354,0.00001832245,0.0002598436,0.000001748031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001007684,"about_ca_system_score_gemma":0.0003988664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001915598,"about_ca_topic_score_gemma":0.00000108269,"domain_scores_codex":[0.9983146,0.000144967,0.0009963043,0.0002144075,0.0001448459,0.0001848591],"domain_scores_gemma":[0.9979233,0.0006572911,0.0009637485,0.0001543173,0.0001662097,0.0001351839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006910481,0.0005721964,0.0000363026,0.004343402,0.0002938854,0.001086267,0.00002686403,7.044293e-9,0.002606536,0.0000780786,0.0004239258,0.9898415],"study_design_scores_gemma":[0.004415618,0.004541761,0.00009657022,0.003495682,0.001460719,0.01935352,0.000002769292,5.995286e-7,0.00007050855,0.0001923309,0.9662784,0.00009148046],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001052014,0.9957073,0.0007602319,0.000588536,0.0002612642,0.0009948693,0.0000917127,0.00001102134,0.0005330034],"genre_scores_gemma":[0.0009869344,0.9937255,0.004781572,0.00009569427,0.0002939859,0.00003129709,0.00001553859,0.00003159502,0.00003789654],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.98975,"threshold_uncertainty_score":0.6112336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04477615694052724,"score_gpt":0.3771014719754962,"score_spread":0.332325315034969,"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."}}