{"id":"W3111212852","doi":"10.1093/neuonc/noaa222.445","title":"LINC-10. SIOP PODC ADAPTED TREATMENT GUIDELINES FOR CRANIOPHARYNGIOMA IN LOW- AND MIDDLE-INCOME SETTINGS","year":2020,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Pituitary Gland Disorders and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Craniopharyngioma; Guideline; Medicine; Radiation therapy; Multidisciplinary approach; Intensive care medicine; Pediatrics; Family medicine; Internal medicine; Surgery; Pathology","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":[0.002860382,0.0005379602,0.0004861305,0.002054839,0.0007271026,0.001446521,0.001584137,0.002640308,0.03165395],"category_scores_gemma":[0.0101163,0.0003046688,0.00105609,0.001480662,0.000410469,0.001088969,0.002277916,0.002893358,0.01604574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002818327,"about_ca_system_score_gemma":0.01000599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01806682,"about_ca_topic_score_gemma":0.02775479,"domain_scores_codex":[0.9976329,0.0008058118,0.0006211642,0.0001130621,0.000530851,0.0002962266],"domain_scores_gemma":[0.9925994,0.001238477,0.0009410731,0.0001738017,0.003574207,0.00147312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000651199,0.0001412176,0.00453002,0.001419746,0.00001834046,0.001126999,0.000355719,0.0007489699,0.0008691791,0.002922,0.8365614,0.1512412],"study_design_scores_gemma":[0.00006972878,0.00006088985,0.01006763,0.004808678,0.00002159563,0.00134714,0.0004010212,0.0003965102,0.0003790898,0.001530533,0.9808881,0.00002905678],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.0204584,0.03435421,0.0287069,0.2140078,0.01111411,0.01028477,0.05972904,0.006867607,0.6144772],"genre_scores_gemma":[0.1303786,0.09002404,0.2420833,0.1220256,0.006179772,0.01984532,0.1685599,0.00362413,0.2172794],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.03165395,"threshold_uncertainty_score":0.105893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07080230233917652,"score_gpt":0.3385797189178122,"score_spread":0.2677774165786357,"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."}}