{"id":"W2106824860","doi":"10.1093/neuonc/nor040","title":"International retrospective study of over 1000 adults with anaplastic oligodendroglial tumors","year":2011,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":176,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; University of Calgary; Western University","funders":"","keywords":"Medicine; Temozolomide; Nuclear medicine; Oligodendroglial Tumor; Radiation therapy; Overall survival; Retrospective cohort study; Internal medicine; Glioblastoma; Gastroenterology; Oligodendroglioma; Astrocytoma; Cancer research","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":[0.0004360213,0.0003510495,0.0005208227,0.000971622,0.0005489157,0.0005979979,0.0002740387,0.000405988,0.001633781],"category_scores_gemma":[0.001394424,0.000391447,0.0003044632,0.001913334,0.0002881094,0.0006424797,0.0003855906,0.0003519395,0.0004451692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005128571,"about_ca_system_score_gemma":0.0004458574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006540705,"about_ca_topic_score_gemma":0.006266107,"domain_scores_codex":[0.9994758,0.00008163318,0.0001079777,0.0002040778,0.00007498244,0.0000556118],"domain_scores_gemma":[0.9986462,0.0002166801,0.0006710141,0.0001224279,0.0001666457,0.0001769299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004916148,0.0000158631,0.9987749,0.00001381244,0.0000190459,0.0001858505,0.00006713423,0.00001418061,0.00009054814,0.000007374746,0.00007801154,0.0006841487],"study_design_scores_gemma":[0.00001142669,0.000135909,0.9968023,0.00001240367,0.00003763232,0.001739454,0.0002967329,0.00006794767,0.00006134581,0.00001298525,0.0008176544,0.000004171503],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974843,0.0005781477,0.000115505,0.0000205888,0.000005351956,0.00004011174,0.0009707611,0.000005029472,0.0007801158],"genre_scores_gemma":[0.9976,0.0004003512,0.0001463548,0.00006293014,0.0000177406,0.00006113788,0.001530024,0.000004206485,0.0001773472],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006540705,"threshold_uncertainty_score":0.01300532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0169551964760054,"score_gpt":0.2768803051008456,"score_spread":0.2599251086248402,"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."}}