{"id":"W3162640809","doi":"10.2139/ssrn.3491231","title":"Pattern of Relapse and Treatment Response in WNT-Activated Medulloblastoma","year":2019,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; McMaster University; Western University; Hospital for Sick Children","funders":"","keywords":"Medulloblastoma; Wnt signaling pathway; Medicine; Oncology; Biology; Cancer research; Genetics; Signal transduction","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":[0.0003364814,0.0001165117,0.0003645491,0.0007502703,0.0001989254,0.000426811,0.0002424369,0.0002695259,0.001750084],"category_scores_gemma":[0.001430085,0.00007889023,0.0002920799,0.0005886382,0.0002519582,0.0003389741,0.0002603601,0.0003119787,0.0003850468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005063986,"about_ca_system_score_gemma":0.0003074917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003440312,"about_ca_topic_score_gemma":0.00493399,"domain_scores_codex":[0.9996197,0.00006498962,0.0000504065,0.00006602156,0.0000784009,0.0001204268],"domain_scores_gemma":[0.9991896,0.0001629146,0.0003517418,0.00006002513,0.00009878894,0.0001370539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003542671,0.0001132043,0.9454261,0.00005021785,0.0001193825,0.001498241,0.0003071936,0.0004543754,0.009984255,0.000191464,0.0005560621,0.03775681],"study_design_scores_gemma":[0.00001183479,0.0003710857,0.9940786,0.000009706529,0.00003890425,0.002837952,0.000328027,0.0004376011,0.000915839,0.000167549,0.0007941384,0.000008742923],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971663,0.0005962477,0.0001175152,0.00008323565,0.000005173577,0.000007838474,0.0003324249,0.000016746,0.001674411],"genre_scores_gemma":[0.9990006,0.0001334185,0.00005601288,0.00002290409,0.000004629982,0.000003733951,0.0003444325,0.00000664715,0.0004275458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003440312,"threshold_uncertainty_score":0.006840587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006915210489274563,"score_gpt":0.2462879926701355,"score_spread":0.2393727821808609,"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."}}