{"id":"W3111053964","doi":"10.1093/neuonc/noaa222.722","title":"RARE-11. QUANTITATIVE MR IMAGING FEATURES ASSOCIATED WITH UNIQUE TRANSCRIPTIONAL CHARACTERISTICS IN PEDIATRIC ADAMANTINOMATOUS CRANIOPHARYNGIOMA: A POTENTIAL GUIDE FOR THERAPY","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":"McGill University","funders":"","keywords":"Craniopharyngioma; Wnt signaling pathway; Cyst; Biology; Computational biology; Medicine; Bioinformatics; Gene; Pathology; Genetics; Endocrinology","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":[0.000800999,0.0003885701,0.0003145477,0.001090033,0.0002470698,0.0006034822,0.0003345623,0.0002324083,0.001964092],"category_scores_gemma":[0.001341108,0.0001402298,0.0003324746,0.000608004,0.0002834574,0.0002330143,0.0002435399,0.0004195867,0.0004034458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005154366,"about_ca_system_score_gemma":0.0004185883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001271896,"about_ca_topic_score_gemma":0.002921271,"domain_scores_codex":[0.9997982,0.00005131571,0.0000216318,0.0000590993,0.00004289372,0.00002693472],"domain_scores_gemma":[0.9995505,0.0001326274,0.0001647898,0.00003004041,0.00006835446,0.00005360146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000713515,0.0001459547,0.6450484,0.0003104099,0.0001906484,0.001036716,0.0002578489,0.004813138,0.1712722,0.002081007,0.004307249,0.1698229],"study_design_scores_gemma":[0.00006953107,0.0005069374,0.9102607,0.000160895,0.0002338966,0.006550611,0.0006794057,0.02661966,0.03254316,0.005410125,0.01689776,0.00006739099],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9336611,0.00414848,0.04815461,0.002304305,0.00005534486,0.0001297805,0.006269726,0.0006542607,0.004622418],"genre_scores_gemma":[0.9505464,0.000816924,0.04484812,0.0001404246,0.0000425767,0.00009809489,0.002433923,0.0000809298,0.0009925078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001964092,"threshold_uncertainty_score":0.006570518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02137040756006709,"score_gpt":0.2878212856003791,"score_spread":0.266450878040312,"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."}}