{"id":"W4298125925","doi":"10.1093/nop/npac077","title":"Association between preoperative neurocognitive status and IDH1 mutation status in high-grade gliomas","year":2022,"lang":"en","type":"article","venue":"Neuro-Oncology Practice","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network","funders":"","keywords":"Neurocognitive; Association (psychology); IDH1; Medicine; Oncology; Internal medicine; Glioma; Psychology; Mutation; Cognition; Psychiatry; Genetics; Biology; Cancer research; Psychotherapist","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":[0.0001309509,0.0001551209,0.0001610306,0.0004641832,0.0001946119,0.0002986398,0.0001190371,0.0002137944,0.001302473],"category_scores_gemma":[0.001117621,0.00008648587,0.0001102841,0.0003129161,0.0001853537,0.0001939213,0.0001826971,0.0002164338,0.000162505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001729945,"about_ca_system_score_gemma":0.000170928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002078755,"about_ca_topic_score_gemma":0.002523172,"domain_scores_codex":[0.9999143,0.00001363508,0.00001112425,0.00001687751,0.00001787167,0.00002619028],"domain_scores_gemma":[0.9992813,0.0002194519,0.0002135436,0.00003209234,0.00006990664,0.0001836433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001361965,0.00001539304,0.9983967,0.00000354541,0.00001079373,0.0001056237,0.00001863166,0.00003999602,0.0003753253,0.000005375177,0.00002656908,0.0008657963],"study_design_scores_gemma":[0.00000259236,0.00008154135,0.9991553,0.000001185211,0.000008400159,0.0003896161,0.00007269632,0.0001117129,0.0001292598,0.00001458718,0.00003149704,0.000001616204],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997982,0.00005082972,0.00001370579,0.000005968788,0.000001451431,7.771768e-7,0.00003544299,9.58635e-7,0.00009273325],"genre_scores_gemma":[0.999898,0.00001267444,0.00001181491,0.000002395825,0.000001521677,6.831435e-7,0.00004571766,2.827313e-7,0.00002678105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002078755,"threshold_uncertainty_score":0.004357219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02173343788925306,"score_gpt":0.3240590780674007,"score_spread":0.3023256401781476,"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."}}