{"id":"W203755091","doi":"10.1093/jnen/61.1.58","title":"Histopathological-Molecular Genetic Correlations in Referral Pathologist-Diagnosed Low-Grade “Oligodendroglioma”","year":2002,"lang":"en","type":"article","venue":"Journal of Neuropathology & Experimental Neurology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":144,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"National Cancer Institute","keywords":"Oligodendroglioma; Oligodendroglial Tumor; Pathology; Medicine; Chemotherapy; Histology; Glioma; Allele; Glial fibrillary acidic protein; Internal medicine; Astrocytoma; Biology; Immunohistochemistry; Cancer research; Genetics; Gene","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002930384,0.0004106309,0.0009680501,0.0007742958,0.00009118896,0.00001695483,0.0002881052,0.000350435,0.000330413],"category_scores_gemma":[0.000300442,0.0003512212,0.0003967001,0.0004130116,0.0004603554,0.0001056551,0.0001314289,0.0009450722,0.00009947649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000121433,"about_ca_system_score_gemma":0.00003270237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004861557,"about_ca_topic_score_gemma":0.000003416546,"domain_scores_codex":[0.9964381,0.0006809357,0.00127109,0.0005890385,0.0003470035,0.0006738455],"domain_scores_gemma":[0.9982218,0.0002696946,0.0006037641,0.000479772,0.0001074253,0.0003175064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0004321733,0.004156216,0.118355,0.00000829116,0.0000216719,0.3367166,0.0003621667,0.0001607769,0.5386513,0.00009548407,0.0004128976,0.0006273491],"study_design_scores_gemma":[0.0081188,0.01130311,0.794486,0.00003768073,0.000146586,0.1357554,0.00009814541,0.0002279551,0.04869561,0.00009803188,0.0007227547,0.0003098161],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902005,0.005104744,0.00004351187,0.002594551,0.001049916,0.0004186101,0.00000903399,0.00004733085,0.0005318369],"genre_scores_gemma":[0.9943048,0.0003699608,0.000941915,0.004103561,0.0001520057,0.00003740012,0.000004792384,0.00005837435,0.00002715674],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6761311,"threshold_uncertainty_score":0.999894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03171832175837721,"score_gpt":0.2848357128663804,"score_spread":0.2531173911080032,"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."}}