{"id":"W2327437353","doi":"10.1097/01.cot.0000292347.67611.f4","title":"Oligodendrogliomas","year":2004,"lang":"en","type":"article","venue":"Oncology Times","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Lomustine; Temozolomide; Procarbazine; Radiation therapy; Vincristine; Chemotherapy; Internal medicine; Oligodendroglioma; Oncology; Randomized controlled trial; Surgery; Glioma; Astrocytoma; Cyclophosphamide","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004459964,0.00008324174,0.0002044106,0.00007895479,0.00004227538,0.000004477125,0.00003471327,0.0000924858,0.0006698857],"category_scores_gemma":[0.00002203394,0.00006338827,0.00007246529,0.0001032875,0.00005846266,0.00002475987,0.00001998543,0.00006474298,0.001292084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001868119,"about_ca_system_score_gemma":0.0001464259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004308406,"about_ca_topic_score_gemma":0.00001541807,"domain_scores_codex":[0.9994812,0.00001078844,0.0001061254,0.0001485237,0.00008295318,0.000170431],"domain_scores_gemma":[0.9996477,0.00003121623,0.00002889756,0.0001575728,0.00003002718,0.0001046145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009995897,0.02258003,0.1849314,0.0001508673,0.002537272,0.03939169,0.002710641,0.0003209723,0.0821641,0.2071946,0.2363702,0.2206487],"study_design_scores_gemma":[0.0194024,0.004812767,0.1043131,0.0001109014,0.0006401473,0.004356196,0.0002248058,0.00001788267,0.1852396,0.008276814,0.6722741,0.0003312156],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7236627,0.0008024366,0.0000151918,0.0129072,0.0001639008,0.0001989508,0.000002329615,0.00009478776,0.2621525],"genre_scores_gemma":[0.9934135,0.00005776445,0.003202107,0.001002031,0.0001022666,0.00004413956,0.000011843,0.00001137391,0.002154956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4359039,"threshold_uncertainty_score":0.9994856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01706981302902741,"score_gpt":0.3076372480720623,"score_spread":0.2905674350430349,"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."}}