{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001096657,0.000841764,0.002085523,0.002688028,0.0002447748,0.001200002,0.0009286582,0.001310912,0.002693416],"category_scores_gemma":[0.0017076,0.0002560252,0.0006212235,0.002636661,0.0005756464,0.001640101,0.0007182628,0.001975652,0.001691528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009613064,"about_ca_system_score_gemma":0.001507728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001867152,"about_ca_topic_score_gemma":0.002815451,"domain_scores_codex":[0.9997169,0.00007285847,0.00004953782,0.00004349454,0.00009297612,0.00002417177],"domain_scores_gemma":[0.9991816,0.0003916847,0.0001086255,0.00001693406,0.0002520566,0.00004907701],"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":[0.00004950039,0.00004502752,0.0003739382,0.008717496,0.00008288853,0.0002193158,0.00004930444,0.0003068349,0.0007220299,0.0023069,0.02516148,0.9619652],"study_design_scores_gemma":[0.00003340783,0.0001011931,0.002328742,0.009695735,0.0002464029,0.002362318,0.0001818766,0.0002382661,0.0004701455,0.005647528,0.9786521,0.00004239424],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005626574,0.9989178,0.00009305024,0.0004801391,0.0000905319,0.000002430637,0.00001237639,0.000004942448,0.0003424131],"genre_scores_gemma":[0.0005609537,0.998593,0.000245147,0.0002106061,0.0001233395,0.000005586727,0.00002471544,0.000001009444,0.0002355412],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002693416,"threshold_uncertainty_score":0.009010375,"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."}}