{"id":"W4388509338","doi":"10.1007/s10143-023-02199-7","title":"Endoscopic endonasal surgery for prolactinomas: prognostic factors for disease control and management of persistent disease","year":2023,"lang":"en","type":"article","venue":"Neurosurgical Review","topic":"Pituitary Gland Disorders and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; Toronto Western Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Prolactinoma; Neurosurgery; Disease; Cavernous sinus; Transsphenoidal surgery; Cushing's disease; Surgery; Endoscopic endonasal surgery; Radiation therapy; Internal medicine; Pituitary adenoma; Gastroenterology; Adenoma; Hormone; Prolactin","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":[0.0008219922,0.000542018,0.001252322,0.001108695,0.0001375165,0.0008465984,0.000509405,0.0005113008,0.0005102465],"category_scores_gemma":[0.001966676,0.0001779508,0.0006883604,0.001500551,0.0003397532,0.000759748,0.0002397179,0.001164951,0.0001913103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004272609,"about_ca_system_score_gemma":0.0007855147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001356767,"about_ca_topic_score_gemma":0.002814008,"domain_scores_codex":[0.9997407,0.00005121195,0.00006222235,0.00005050643,0.00007318751,0.00002226998],"domain_scores_gemma":[0.9988465,0.0007474905,0.0002121413,0.00001626407,0.0001300467,0.00004745671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004351951,0.00006735572,0.02348103,0.004690319,0.0005565108,0.001394925,0.00008907565,0.000407488,0.001125737,0.0007821834,0.01043688,0.9565333],"study_design_scores_gemma":[0.0003494529,0.002493234,0.4113178,0.01856843,0.005100677,0.0463091,0.001243417,0.002365747,0.001984903,0.006198698,0.5037032,0.0003653946],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.001969731,0.9970372,0.0001173939,0.0004430931,0.000127989,0.000001565621,0.00001569684,0.000003203931,0.0002842286],"genre_scores_gemma":[0.01653793,0.9816969,0.0004295238,0.0003825077,0.0007333839,0.000005090506,0.00006747849,0.000002591142,0.0001445713],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001356767,"threshold_uncertainty_score":0.004347146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04769626003989219,"score_gpt":0.3043481857287862,"score_spread":0.256651925688894,"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."}}