{"id":"W2161897593","doi":"","title":"Molecular subtypes of anaplastic oligodendroglioma: implications for patient management at diagnosis.","year":2001,"lang":"en","type":"article","venue":"PubMed","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":435,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Oligodendroglioma; Medicine; Chemotherapy; Oncology; Radiation therapy; Oligodendroglial Tumor; Internal medicine; Glioma; Pathology; Cancer research; Astrocytoma","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":[0.0006222,0.0002595408,0.0003809602,0.0006079368,0.0003858528,0.0003955235,0.0004510924,0.0004584007,0.0006423861],"category_scores_gemma":[0.001757052,0.0001046292,0.0001840567,0.0003576483,0.0002024046,0.0003160398,0.0002591899,0.0004415245,0.0002588982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004086208,"about_ca_system_score_gemma":0.0005510629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001920396,"about_ca_topic_score_gemma":0.00300139,"domain_scores_codex":[0.9997832,0.00006111703,0.00003456337,0.00003703691,0.00005002051,0.00003400182],"domain_scores_gemma":[0.9995611,0.00010422,0.0001582109,0.00001828482,0.00005403351,0.0001041658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008488763,0.000157855,0.9075733,0.0001048922,0.00007279491,0.001475698,0.0001601688,0.0007605121,0.01371844,0.0005007487,0.001518736,0.07310803],"study_design_scores_gemma":[0.000177673,0.0007408607,0.9664642,0.0001082344,0.0002320256,0.01595617,0.0009115558,0.003155092,0.003679033,0.00233414,0.00620817,0.00003279534],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9850616,0.009499438,0.001473848,0.001388784,0.00007440684,0.00007432705,0.0003670071,0.00003166971,0.002028906],"genre_scores_gemma":[0.9958882,0.001237134,0.001805369,0.0002170615,0.00009717194,0.00005395188,0.0003682704,0.000005622854,0.0003272177],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001920396,"threshold_uncertainty_score":0.003818452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01823968790085921,"score_gpt":0.2448090079229847,"score_spread":0.2265693200221255,"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."}}