{"id":"W4388590720","doi":"10.1093/neuonc/noad179.0675","title":"PATH-45. OUTCOMES OF AN IRRADIATION SPARING APPROACH IN MEDULLOBLASTOMA BY SUBGROUP IN YOUNG CHILDREN: AN INSTITUTIONAL REVIEW","year":2023,"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":"University of British Columbia; BC Children's Hospital; BC Cancer Agency","funders":"","keywords":"Medulloblastoma; Medicine; Neurocognitive; Radiation therapy; Subgroup analysis; Salvage therapy; Pediatrics; Internal medicine; Surgery; Chemotherapy; Confidence interval; Cognition; 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":[0.004345696,0.0001582307,0.0003153169,0.003267887,0.0004989571,0.001014109,0.0005073214,0.0002849072,0.002771161],"category_scores_gemma":[0.01076593,0.0002096447,0.0003033347,0.004455449,0.0004443005,0.0003996659,0.0006597592,0.0001688618,0.0008890392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001877755,"about_ca_system_score_gemma":0.006335366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01342077,"about_ca_topic_score_gemma":0.01660459,"domain_scores_codex":[0.9976369,0.0007222798,0.0008346771,0.0001824998,0.0004560232,0.0001676767],"domain_scores_gemma":[0.9858424,0.002763723,0.006018981,0.0007476779,0.003958994,0.0006682382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007588722,0.00007515787,0.8545655,0.006067968,0.0002717249,0.001701498,0.001526473,0.0001276007,0.00195507,0.000747578,0.01668978,0.1155128],"study_design_scores_gemma":[0.0001118665,0.0003376368,0.8834022,0.006438979,0.0004346213,0.003537791,0.002356298,0.0001363186,0.001520571,0.00006427689,0.1016336,0.00002586652],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7559707,0.1281596,0.001615125,0.002744416,0.0003324618,0.005476786,0.07016333,0.0001300451,0.03540747],"genre_scores_gemma":[0.881205,0.07884732,0.003453103,0.00137142,0.0002170139,0.002995822,0.02710335,0.00008764151,0.004719337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01342077,"threshold_uncertainty_score":0.0266853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02275563157707549,"score_gpt":0.3044730066391145,"score_spread":0.281717375062039,"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."}}