{"id":"W2568045244","doi":"10.1017/cjn.2016.420","title":"Treatment Outcomes in 1p19q Co-deleted/Partially Deleted Gliomas","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Trillium Health Centre; St. Michael's Hospital; University Health Network; Princess Margaret Cancer Centre","funders":"","keywords":"Procarbazine; Oligodendroglioma; Medicine; Oligodendroglial Tumor; Lomustine; Temozolomide; Oncology; Internal medicine; Progression-free survival; Anaplastic astrocytoma; Isocitrate dehydrogenase; Retrospective cohort study; Proportional hazards model; Radiation therapy; Glioma; Vincristine; Astrocytoma; Chemotherapy; Cancer research; Cyclophosphamide; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001493669,0.0001205164,0.0001968857,0.0002689342,0.0001467622,0.000190186,0.0001221498,0.0001421594,0.0005760072],"category_scores_gemma":[0.0006202139,0.00005984266,0.0001789624,0.0003565878,0.0001591985,0.0001565459,0.0001734234,0.0001428925,0.00009224381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004510008,"about_ca_system_score_gemma":0.0002360093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000905014,"about_ca_topic_score_gemma":0.002003717,"domain_scores_codex":[0.9998753,0.0000231503,0.00001437166,0.00002521627,0.00002829501,0.00003365927],"domain_scores_gemma":[0.9993924,0.00006350489,0.0004368285,0.00001171581,0.0000271704,0.00006837657],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009233311,0.0000598009,0.9807027,0.00005246909,0.00007984872,0.001679412,0.00009306265,0.0006856028,0.002361299,0.0000263214,0.0001786756,0.01315747],"study_design_scores_gemma":[0.00003571145,0.000732264,0.989405,0.00001594108,0.00009200524,0.007657444,0.0001008053,0.000356998,0.001003534,0.00005586098,0.0005387111,0.000005763972],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992311,0.0004116668,0.00003468257,0.00001837467,0.000001074317,0.000002736061,0.0000838788,0.000001363131,0.0002151553],"genre_scores_gemma":[0.9996208,0.0001206313,0.00002758237,0.000007823095,0.000003055317,0.000002461609,0.000187418,8.469224e-7,0.00002935067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000905014,"threshold_uncertainty_score":0.003272235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05836289084935786,"score_gpt":0.3263617844851187,"score_spread":0.2679988936357608,"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."}}