{"id":"W2804206785","doi":"","title":"Pediatric Medulloblastomas: Classification, Pathophysiology and Therapeutics","year":2018,"lang":"en","type":"article","venue":"UBC Faculty of Medicine medical journal","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medulloblastoma; Medicine; Etiology; Posterior fossa; Fourth ventricle; Bioinformatics; Pathophysiology; Wnt signaling pathway; Posterior cranial fossa; Pathogenesis; Population; Pathology; Oncology; Biology; Gene; Genetics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007213241,0.0002025497,0.0005816349,0.0002374336,0.0001426674,0.000006910162,0.0001559376,0.000210195,0.001056984],"category_scores_gemma":[0.0008397368,0.000117999,0.00009407159,0.000279077,0.001137198,0.00004584773,0.00004740165,0.000422719,0.00003055059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004381803,"about_ca_system_score_gemma":0.0002801558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000016481,"about_ca_topic_score_gemma":0.00000452557,"domain_scores_codex":[0.9975376,0.000103585,0.0006825929,0.0002473632,0.001125428,0.0003034101],"domain_scores_gemma":[0.9980686,0.0001956407,0.0003045083,0.000211421,0.0005363099,0.0006835352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008270842,0.00212494,0.3733213,0.0002934195,0.0009487863,0.001042862,0.003781427,3.129131e-7,0.02316815,0.001786881,0.1101809,0.4825239],"study_design_scores_gemma":[0.01737059,0.00826696,0.9165767,0.0006619948,0.001432046,0.005066293,0.001576641,0.0006878885,0.001500714,0.002741362,0.043839,0.0002798157],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9403633,0.002444852,0.0003679629,0.05526545,0.0004934891,0.000182167,0.000006680021,0.00002778141,0.0008482732],"genre_scores_gemma":[0.9881223,0.004177773,0.0009515227,0.003730576,0.002915947,0.000006963933,0.00002329933,0.0000188287,0.00005274696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5432554,"threshold_uncertainty_score":0.9998562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03847312681736392,"score_gpt":0.3368818167650437,"score_spread":0.2984086899476798,"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."}}