{"id":"W2084841130","doi":"10.2217/cns.13.26","title":"Emerging biomarkers in anaplastic oligodendroglioma: implications for clinical investigation and patient management","year":2013,"lang":"en","type":"review","venue":"CNS Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Oligodendroglioma; Medicine; Oncology; Internal medicine; Glioma; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002124593,0.0002796179,0.001356632,0.0005315817,0.00006140959,0.00001468658,0.00007859398,0.0003537649,0.00001851194],"category_scores_gemma":[0.0001160962,0.0002208721,0.0002575758,0.0003376391,0.0001296625,0.00003309146,0.0000924709,0.0001572372,0.00002879534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003995047,"about_ca_system_score_gemma":0.0001820403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001385945,"about_ca_topic_score_gemma":0.00003677609,"domain_scores_codex":[0.9979927,0.0001430677,0.0009616319,0.0005443757,0.00006985197,0.0002884038],"domain_scores_gemma":[0.9984412,0.000602841,0.0003637578,0.0003241416,0.00005902527,0.0002090026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000113617,0.0003982211,0.001088971,0.003122221,0.0006788173,0.00004178044,0.0000287441,1.77243e-7,3.596639e-7,0.0008108086,0.008419228,0.9853993],"study_design_scores_gemma":[0.001792322,0.001029252,0.004868942,0.00262357,0.002378542,0.0001058746,0.0000501929,0.00002430413,6.992403e-7,0.0002175267,0.9867258,0.0001829835],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003097491,0.9903586,0.00002597746,0.001017709,0.0003357303,0.00451051,0.00004129887,0.00002955725,0.0005831536],"genre_scores_gemma":[0.0004165237,0.9908834,0.003047294,0.0001683972,0.00006868171,0.005050768,0.0003090288,0.0000379513,0.0000179457],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9852163,"threshold_uncertainty_score":0.9006905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1133061024706695,"score_gpt":0.4362663019041648,"score_spread":0.3229601994334953,"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."}}