{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004925297,0.0001949332,0.0004040531,0.0003051235,0.0002572097,0.00003672763,0.00004526607,0.0001106436,0.000109002],"category_scores_gemma":[0.003912387,0.0002003993,0.00004238114,0.0005544983,0.00004549044,0.0004114107,0.0001358276,0.000731279,0.00002340288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001163695,"about_ca_system_score_gemma":0.0003305881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007538404,"about_ca_topic_score_gemma":0.0001325795,"domain_scores_codex":[0.9966627,0.001547424,0.000359901,0.0005038109,0.0004434923,0.0004827122],"domain_scores_gemma":[0.9934008,0.005640797,0.0004288768,0.0001488402,0.0001941261,0.0001866252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009862166,0.002146622,0.9694195,0.00002058199,0.000428518,0.003731467,0.003935183,0.0001127622,0.007423691,0.0002949435,0.001103216,0.0103973],"study_design_scores_gemma":[0.01020493,0.005032239,0.9052463,0.000008726114,0.001138025,0.0003353389,0.003358956,0.00008935111,0.003559272,0.0001583239,0.07068104,0.0001875541],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9800383,0.0003039967,0.000005513039,0.01634066,0.0002959509,0.001216927,0.0001127371,0.00005446265,0.001631468],"genre_scores_gemma":[0.9948282,0.000363986,0.0004324937,0.003492209,0.00009748588,0.0005074734,0.0002070671,0.00003111023,0.00004000636],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06957783,"threshold_uncertainty_score":0.8172045,"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."}}