{"id":"W2808959977","doi":"10.1093/neuonc/noy059.455","title":"MBRS-10. RISK STRATIFICATION OF MEDULLOBLASTOMA ON THE BASIS OF MOLECULAR SUBGROUPING; AN EXPERIENCE FROM A SINGLE TERTIARY CARE CENTER FROM A DEVELOPING COUNTRY","year":2018,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medulloblastoma; Medicine; Risk stratification; Single Center; Internal medicine; Pediatrics; Oncology; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0008142347,0.0003211569,0.0001920113,0.000453073,0.0004285262,0.0003955754,0.000310913,0.0001829052,0.001122304],"category_scores_gemma":[0.001647353,0.0001778384,0.00024346,0.000538845,0.0002965734,0.0003021547,0.0006066889,0.0003281623,0.0004102489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009182093,"about_ca_system_score_gemma":0.00168852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01011144,"about_ca_topic_score_gemma":0.01637106,"domain_scores_codex":[0.9996165,0.000117153,0.0000427157,0.00006444191,0.00008883592,0.00007044544],"domain_scores_gemma":[0.9989296,0.0001346945,0.0002482026,0.00006092965,0.0001592025,0.0004673708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005289719,0.0003587053,0.8783914,0.0001508758,0.00004906527,0.006023118,0.004498405,0.0002433346,0.005542859,0.000120889,0.001589788,0.1025026],"study_design_scores_gemma":[0.0001218813,0.00294874,0.9526751,0.0001714902,0.0000811375,0.02097243,0.005273642,0.0006629134,0.004062505,0.0001070022,0.01287387,0.00004933032],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964618,0.001053346,0.000359686,0.0001942165,0.00001485754,0.00007747687,0.0001770943,0.00003008211,0.001631417],"genre_scores_gemma":[0.9948452,0.001323315,0.002050804,0.0001608051,0.00003170622,0.00004143253,0.0004742834,0.00002695498,0.001045554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01011144,"threshold_uncertainty_score":0.02010518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0309419376267085,"score_gpt":0.3223927517377767,"score_spread":0.2914508141110682,"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."}}