{"id":"W2164885520","doi":"10.1158/1078-0432.ccr-04-0209","title":"Imaging Correlates of Molecular Signatures in Oligodendrogliomas","year":2004,"lang":"en","type":"article","venue":"Clinical Cancer Research","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":149,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Western University","funders":"National Cancer Institute","keywords":"Oligodendroglioma; Magnetic resonance imaging; Pathology; Calcification; Oligodendroglial Tumor; Medicine; Biology; Glioma; Radiology; Astrocytoma; Cancer research","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":[0.0004050802,0.0002086914,0.0002035643,0.001899474,0.0001540447,0.0005086368,0.0002692064,0.0003419551,0.001141863],"category_scores_gemma":[0.002246664,0.0001718191,0.00009438482,0.0005147765,0.0003147451,0.0004433511,0.0002604441,0.0002847679,0.0002815156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000188507,"about_ca_system_score_gemma":0.0001358885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009665401,"about_ca_topic_score_gemma":0.0007359627,"domain_scores_codex":[0.9998884,0.00002461424,0.00001301691,0.00002041542,0.00002738061,0.00002615962],"domain_scores_gemma":[0.9990711,0.0001611659,0.0004151924,0.0000431975,0.0001797997,0.0001294862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002256954,0.0001476874,0.8201057,0.0001375306,0.0001008014,0.003666473,0.0002904417,0.0006295027,0.1433061,0.0006068469,0.0003602915,0.02839165],"study_design_scores_gemma":[0.00003150656,0.000425491,0.9719859,0.000020892,0.00009965779,0.008839458,0.0003480385,0.0008573045,0.0160344,0.000529299,0.0008123731,0.00001556636],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964197,0.001057781,0.000385834,0.00007055598,0.000004459399,0.00001268728,0.00009031351,0.00001403112,0.001944564],"genre_scores_gemma":[0.9989047,0.0003458768,0.0004164205,0.00001727608,0.00001623557,0.00000793225,0.0001106974,0.000004292907,0.0001765854],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001899474,"threshold_uncertainty_score":0.003819942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09893873783720904,"score_gpt":0.4936494808525907,"score_spread":0.3947107430153817,"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."}}