{"id":"W2920938194","doi":"10.1016/j.tranon.2019.02.013","title":"Arterial Spin Labeling for Glioma Grade Discrimination: Correlations with IDH1 Genotype and 1p/19q Status","year":2019,"lang":"en","type":"article","venue":"Translational Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Glioma; Medicine; Isocitrate dehydrogenase; Perfusion; Grading (engineering); IDH1; Nuclear medicine; Cerebral blood flow; Perfusion scanning; Internal medicine; Correlation; Oncology; Pathology; Nuclear magnetic resonance; Cancer research; Biology; Gene","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":[],"consensus_categories":[],"category_scores_codex":[0.00006711246,0.0001129254,0.0002312023,0.0001029215,0.00008156868,0.00001184919,0.00002168573,0.00009095356,0.0001886852],"category_scores_gemma":[0.00001087099,0.00008874777,0.00004400527,0.0001039764,0.00005308922,0.00007764003,0.000004133046,0.00006451514,0.00002231416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006107859,"about_ca_system_score_gemma":0.0001840555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001703179,"about_ca_topic_score_gemma":0.0001307051,"domain_scores_codex":[0.9992398,0.00002169797,0.0001946222,0.0002155404,0.0001429531,0.0001854117],"domain_scores_gemma":[0.9994125,0.0002404792,0.0000619397,0.00008974833,0.0001018597,0.00009342079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008285981,0.004413292,0.5157064,0.0004887425,0.001451848,0.0001962631,0.005496808,0.002424913,0.1652299,0.2246034,0.001280068,0.0704223],"study_design_scores_gemma":[0.03341055,0.004867277,0.9006262,0.0001118323,0.0009555049,0.000225041,0.0002394981,0.005731894,0.002332772,0.00363296,0.04751699,0.0003494726],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891573,0.0004186438,0.001711539,0.006477513,0.0002442822,0.0009867647,0.00007944897,0.00002819189,0.0008962963],"genre_scores_gemma":[0.9891688,0.00001722557,0.009857119,0.000164758,0.000149831,0.0001111721,0.0004531198,0.00001689529,0.00006111609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3849198,"threshold_uncertainty_score":0.3619029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0296660809637649,"score_gpt":0.3226322235621228,"score_spread":0.2929661425983579,"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."}}