{"id":"W4309015243","doi":"10.1093/neuonc/noac209.910","title":"QLTI-08. SURVEY OF CANADIAN NEURO-ONCOLOGY CLINICIANS ABOUT THE TREATMENT OF ADULT MEDULLOBLASTOMA","year":2022,"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":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre; Western University","funders":"","keywords":"Lomustine; Medicine; Medulloblastoma; Vincristine; Regimen; Population; Oncology; Chemotherapy; Internal medicine; Chemotherapy regimen; Carboplatin; Cyclophosphamide; Cisplatin; 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":[0.001926197,0.0001480917,0.0002007988,0.00149783,0.001903276,0.0009613133,0.000847779,0.0005427551,0.004403883],"category_scores_gemma":[0.01066604,0.0002575466,0.0002412017,0.003935262,0.0005706063,0.0004128426,0.0006381785,0.0006391509,0.0006895934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02519942,"about_ca_system_score_gemma":0.02804734,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9641855,"about_ca_topic_score_gemma":0.9737977,"domain_scores_codex":[0.997347,0.0003460973,0.0003527283,0.0002486399,0.001186381,0.0005190409],"domain_scores_gemma":[0.9829584,0.00169042,0.005192304,0.0001533386,0.006441801,0.003563702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007848757,0.00004846111,0.9574789,0.0002941476,0.00001586133,0.0001532598,0.003473597,0.00008292581,0.0002646782,0.00009912499,0.02628306,0.01172743],"study_design_scores_gemma":[0.00000993824,0.0000324848,0.9877321,0.00009880606,0.00000481503,0.00008221064,0.004047974,0.0001107212,0.00004705148,0.00001273263,0.007810511,0.00001063094],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9149535,0.001836107,0.0001712432,0.01493158,0.00008773053,0.0004813164,0.0378585,0.00007732527,0.02960262],"genre_scores_gemma":[0.9844061,0.00161064,0.0007049753,0.003563989,0.0000519177,0.0002436535,0.005977982,0.00001484158,0.003425945],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9641855,"threshold_uncertainty_score":0.1828355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04468450738810469,"score_gpt":0.3246977296915555,"score_spread":0.2800132223034508,"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."}}