{"id":"W3112261995","doi":"10.1093/neuonc/noaa222.502","title":"MBCL-26. FACTORS ASSOCIATED WITH LONGER SURVIVAL AFTER FIRST RECURRENCE IN MEDULLOBLASTOMA BY MOLECULAR SUBGROUP AFTER RISK-BASED INITIAL THERAPY","year":2020,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medulloblastoma; Medicine; Internal medicine; Oncology; Radiation therapy; Anaplasia; Survival analysis; 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":[0.0002309421,0.0001007213,0.0002419416,0.000235884,0.0001437286,0.0001967349,0.0001420883,0.0001610317,0.001413553],"category_scores_gemma":[0.0008393112,0.00005921825,0.0002577581,0.0001864086,0.00009157421,0.0001101457,0.0001261927,0.0002144479,0.0001412534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000284735,"about_ca_system_score_gemma":0.0002116463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001823105,"about_ca_topic_score_gemma":0.002634387,"domain_scores_codex":[0.999854,0.00002823624,0.00001555677,0.00002865585,0.00003812414,0.00003537837],"domain_scores_gemma":[0.9993978,0.00008483605,0.0003268787,0.00001918018,0.00003544238,0.0001359628],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002081106,0.00007744425,0.9773492,0.00002017508,0.0000878373,0.0001636102,0.00004247822,0.0001526044,0.01019302,0.00002027376,0.0001767677,0.009635392],"study_design_scores_gemma":[0.00003497475,0.0006864984,0.9968573,0.000003673689,0.00006135487,0.0004233892,0.00004787417,0.0003433789,0.001199913,0.00002612612,0.0003131781,0.00000239356],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994878,0.0001827923,0.00005717907,0.0000202446,0.000001907869,0.000005741225,0.00008376468,0.000005034025,0.000155513],"genre_scores_gemma":[0.9996493,0.00002193978,0.0000384158,0.000006410876,0.000002237186,0.000004169779,0.0001085314,0.000001633978,0.0001672554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001823105,"threshold_uncertainty_score":0.004728794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02388990840599439,"score_gpt":0.2766337158713896,"score_spread":0.2527438074653952,"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."}}