{"id":"W4384070101","doi":"10.1093/noajnl/vdad071.046","title":"SURVEY OF CANADIAN NEURO-ONCOLOGY CLINICIANS ABOUT THE TREATMENT OF ADULT MEDULLOBLASTOMA","year":2023,"lang":"en","type":"article","venue":"Neuro-Oncology Advances","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Lomustine; Medicine; Medulloblastoma; Vincristine; Regimen; Oncology; Internal medicine; Population; Chemotherapy; Chemotherapy regimen; Cyclophosphamide; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002008406,0.0001480187,0.0001806646,0.001510936,0.002293609,0.0009140827,0.0009256001,0.0005713484,0.002965351],"category_scores_gemma":[0.01274881,0.0002596346,0.0002088399,0.004422405,0.0007675341,0.0004631015,0.0006318474,0.0006741292,0.0003004456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0235847,"about_ca_system_score_gemma":0.03436116,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.961955,"about_ca_topic_score_gemma":0.9732737,"domain_scores_codex":[0.9966883,0.0004534771,0.0003482936,0.0002806157,0.001675287,0.0005540444],"domain_scores_gemma":[0.9788181,0.002134729,0.006063368,0.0001938403,0.008926917,0.003863053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008350159,0.0000483776,0.9490666,0.0004152104,0.00002643754,0.0004550591,0.006687729,0.0001835444,0.0006253623,0.0002465591,0.02000897,0.02215273],"study_design_scores_gemma":[0.00001433219,0.00006207279,0.9710963,0.0002734995,0.00001373691,0.0003963563,0.01108083,0.0003052939,0.000129204,0.00004604859,0.01655679,0.00002546724],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9459254,0.004554449,0.0002975477,0.02245197,0.000100771,0.0001892768,0.00621934,0.00004607539,0.02021516],"genre_scores_gemma":[0.990017,0.00376813,0.0007119051,0.003060599,0.00004189181,0.00005598932,0.001159606,0.000009447189,0.001175318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03804505,"threshold_uncertainty_score":0.1711197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04379283623490726,"score_gpt":0.3494209158299164,"score_spread":0.3056280795950092,"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."}}