{"id":"W3013449034","doi":"10.1093/ons/opz389","title":"Surgical Nuances of Endoscopic Endonasal Resection of Craniopharyngiomas: 2-Dimensional Operative Video","year":2019,"lang":"en","type":"article","venue":"Operative Neurosurgery","topic":"Pituitary Gland Disorders and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Craniopharyngioma; Surgery; Dissection (medical); Magnetic resonance imaging; Pituitary stalk; Endoscopic endonasal surgery; Schwannoma; Radiology; Pituitary gland; 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":[0.000387783,0.0005322276,0.0001864687,0.001183821,0.0003142159,0.0008791584,0.0004636594,0.001495541,0.001579113],"category_scores_gemma":[0.0009263597,0.0004214359,0.0004950431,0.0003387738,0.000395309,0.0009233425,0.0007477076,0.001315558,0.0003476914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000319822,"about_ca_system_score_gemma":0.000440211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001442231,"about_ca_topic_score_gemma":0.002294489,"domain_scores_codex":[0.9997959,0.00003000649,0.00003693262,0.00002885522,0.00006534634,0.00004309686],"domain_scores_gemma":[0.999647,0.0001539305,0.00004533869,0.00004832861,0.00002540197,0.00008004736],"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":[0.001133024,0.0003017023,0.03362703,0.0007246693,0.0002255049,0.5683259,0.001528921,0.01634269,0.1743844,0.006371254,0.01050014,0.1865348],"study_design_scores_gemma":[0.000105447,0.0006717396,0.05091874,0.0002726528,0.0001122445,0.8293727,0.0007842908,0.04368915,0.02932055,0.002513892,0.04193765,0.0003009312],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8173387,0.00953602,0.130774,0.003615649,0.001204076,0.000296678,0.00134405,0.001630727,0.03426019],"genre_scores_gemma":[0.8857816,0.00429683,0.1038117,0.0004428935,0.0005621557,0.0001059024,0.0005232362,0.0001128924,0.004362708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001579113,"threshold_uncertainty_score":0.00528264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01600838521657283,"score_gpt":0.2944975313641918,"score_spread":0.2784891461476189,"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."}}