{"id":"W3002135232","doi":"10.1007/s00381-019-04480-x","title":"Outcome of Chinese children with craniopharyngioma: a 20-year population-based study by the Hong Kong Pediatric Hematology/Oncology Study Group","year":2020,"lang":"en","type":"article","venue":"Child s Nervous System","topic":"Pituitary Gland Disorders and Treatments","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"Children's Cancer Foundation","keywords":"Medicine; Craniopharyngioma; Population; Incidence (geometry); Neurosurgery; Radiation therapy; Internal medicine; Pediatrics; Hematology; 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":[0.0001870164,0.0003492278,0.001011805,0.0001047843,0.0002407302,0.0000155438,0.0002319605,0.00009055161,0.00001681014],"category_scores_gemma":[0.00003578462,0.0001886537,0.0001530852,0.0005256968,0.00002831591,0.0000584402,0.00005730885,0.000225655,0.00002119057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007035996,"about_ca_system_score_gemma":0.00004920214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008154953,"about_ca_topic_score_gemma":0.0002983731,"domain_scores_codex":[0.9978818,0.0002520054,0.0006529697,0.0004973407,0.000420175,0.0002956669],"domain_scores_gemma":[0.9988649,0.00009806429,0.0003006075,0.0004866396,0.00005842275,0.0001913488],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004878151,0.003201697,0.9941285,0.0001633038,0.0005387937,0.0002090493,0.00101961,0.00005071593,0.000001450062,0.00001747804,0.0001466509,0.00003496071],"study_design_scores_gemma":[0.01415314,0.004252673,0.9777774,0.00002345094,0.000881305,0.0001429204,0.002486156,0.0001064444,8.695422e-7,0.000002087085,0.000002988715,0.0001705907],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940014,0.0009527105,0.00004143101,0.0006375623,0.000100913,0.003703625,0.00006042244,0.0001406036,0.000361263],"genre_scores_gemma":[0.99922,0.000001509588,0.00003066478,0.0002141015,0.0001874643,0.0001182274,0.0001619742,0.00004808399,0.00001801355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0163511,"threshold_uncertainty_score":0.7693074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01040540956941007,"score_gpt":0.25657317019151,"score_spread":0.2461677606221,"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."}}