{"id":"W3016851479","doi":"10.1093/neuonc/noaa102","title":"Excellent outcome of young children with nodular desmoplastic medulloblastoma treated on “Head Start” III: a multi-institutional, prospective clinical trial","year":2020,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":95,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital","funders":"National Cancer Institute; National Institutes of Health; Alex's Lemonade Stand Foundation for Childhood Cancer","keywords":"Medulloblastoma; Medicine; Internal medicine; ThioTEPA; Regimen; Carboplatin; Induction chemotherapy; Prospective cohort study; Chemotherapy; Oncology; Clinical trial; Surgery; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001471745,0.0003395125,0.00113011,0.0001174723,0.00009888956,0.000008642203,0.0001184438,0.0002247978,0.00009775881],"category_scores_gemma":[0.0005526966,0.0002257617,0.0002693209,0.0002715095,0.0003396927,0.00004171688,0.00006171453,0.0004344926,0.00007724221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002492883,"about_ca_system_score_gemma":0.0003438094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001106901,"about_ca_topic_score_gemma":0.0002049852,"domain_scores_codex":[0.9975119,0.0002224012,0.0008288744,0.0007100231,0.0003927166,0.0003340803],"domain_scores_gemma":[0.9983311,0.0005192667,0.0003048732,0.0003079016,0.0001547172,0.000382199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.05657624,0.007466456,0.9279671,0.00002050815,0.0006500949,0.001201896,0.0002276081,0.0001290875,0.00419973,0.0001422253,0.0004189331,0.001000099],"study_design_scores_gemma":[0.2193576,0.05757035,0.7102615,0.00005899091,0.0009753133,0.0001520205,0.00004854916,0.0005632577,0.009082362,0.000003416623,0.001706011,0.0002206186],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942873,0.00005379626,0.0001194814,0.002080729,0.0004055464,0.002604624,0.00005137218,0.00009450776,0.0003026074],"genre_scores_gemma":[0.9974524,0.00003568129,0.0005252837,0.001354107,0.0003072366,0.0002311506,0.0000491969,0.00003658659,0.000008346619],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2177056,"threshold_uncertainty_score":0.9206297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0810362073673501,"score_gpt":0.3634562404893891,"score_spread":0.282420033122039,"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."}}