{"id":"W2312788773","doi":"10.1097/01.cot.0000419312.13235.1e","title":"Anaplastic Oligodendrogliomas","year":2012,"lang":"en","type":"article","venue":"Oncology Times","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Lomustine; Procarbazine; Radiation therapy; Internal medicine; Oncology; Vincristine; Chemotherapy; Cancer; Oligodendroglioma; Glioma","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":["insufficient_payload"],"category_scores_codex":[0.00008141973,0.00009567801,0.0002265731,0.00009332076,0.00004473941,0.000003733072,0.0000319504,0.0000987208,0.00171589],"category_scores_gemma":[0.00004730098,0.00007166997,0.00006733945,0.0001090438,0.00005379664,0.00005235424,0.00002512442,0.00006965458,0.001843636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001136512,"about_ca_system_score_gemma":0.00005478427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001108587,"about_ca_topic_score_gemma":0.00000521087,"domain_scores_codex":[0.9993603,0.00002636065,0.0001148915,0.0001102232,0.00009002306,0.0002982345],"domain_scores_gemma":[0.9994617,0.0001215678,0.00003571676,0.0001520697,0.00002577181,0.000203136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003038598,0.005368182,0.6854032,0.00004440332,0.0006229848,0.0009771362,0.00065814,0.000003869983,0.006907806,0.01309503,0.2378958,0.04871959],"study_design_scores_gemma":[0.003721419,0.001938908,0.3013323,0.00003372104,0.0005588888,0.001682092,0.0001363488,0.00005528757,0.02149817,0.0001435145,0.6687169,0.0001824442],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7844809,0.00210941,0.00001067005,0.002135605,0.0004133684,0.0001772851,0.000003184915,0.00007663982,0.2105929],"genre_scores_gemma":[0.9948171,0.00004160868,0.001308698,0.0005060136,0.0002743912,0.00004770997,0.00001434135,0.00001277405,0.002977409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4308211,"threshold_uncertainty_score":0.9991966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02087604784499388,"score_gpt":0.3107222442441705,"score_spread":0.2898461963991766,"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."}}