{"id":"W2089446402","doi":"10.1212/wnl.0b013e3181e475b7","title":"Separating the wheat from the chaff","year":2010,"lang":"en","type":"letter","venue":"Neurology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"IDH1; Isocitrate dehydrogenase; Biomarker; Oncology; Medicine; Pathology; Biology; Bioinformatics; Mutation; Gene; Genetics","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":[0.004606145,0.0009786315,0.001671087,0.001424058,0.002840228,0.004698024,0.001405483,0.02271847,0.007221221],"category_scores_gemma":[0.02549893,0.0004916542,0.0007691324,0.0007831753,0.008011247,0.01619601,0.00328266,0.03818272,0.006972051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003527464,"about_ca_system_score_gemma":0.002367963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00237135,"about_ca_topic_score_gemma":0.003690585,"domain_scores_codex":[0.9964851,0.001247988,0.0003573157,0.0004890604,0.001099164,0.000321321],"domain_scores_gemma":[0.9911568,0.004110064,0.0005274501,0.0004578903,0.001738702,0.002009165],"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":[0.0001123152,0.00006658269,0.002067335,0.000241212,0.00004628368,0.00514575,0.0005118803,0.00009781403,0.0006018954,0.01394746,0.9175208,0.05964068],"study_design_scores_gemma":[0.00007154283,0.0001340871,0.001802611,0.0009625846,0.00002358355,0.01537943,0.003228436,0.0005001085,0.0001637875,0.06677676,0.9108713,0.00008586531],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005852367,0.006253814,0.0003800625,0.9735612,0.01740899,0.000005242417,0.00001227571,0.00002268863,0.001770514],"genre_scores_gemma":[0.01100442,0.009805294,0.000930272,0.8875898,0.08391097,0.00001684474,0.00003223699,0.00004137994,0.006668875],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02271847,"threshold_uncertainty_score":0.02559364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01925230904863821,"score_gpt":0.2643894759665696,"score_spread":0.2451371669179314,"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."}}