{"id":"W4313464431","doi":"10.26911/theijmed.2022.07.02.12","title":"Profile of Cognitive Impairement in Patients with Brain Tumors in Dr. Moewardi Hospital, Surakarta","year":2022,"lang":"en","type":"article","venue":"Indonesian Journal of Medicine","topic":"Educational Curriculum and Learning Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Medicine; Anamnesis; Neurology; Univariate analysis; Temporal lobe; Brain tumor; Cognition; Internal medicine; Cognitive impairment; Multivariate analysis; Pathology; Psychiatry","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":[0.004678813,0.00008098775,0.0003085482,0.000356613,0.0001101977,0.000004541584,0.0001938384,0.00002452483,0.0003993014],"category_scores_gemma":[0.001534069,0.00006168232,0.00003650889,0.0007710181,0.0002584135,0.0001125817,0.00002178898,0.0004012522,5.10173e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001929438,"about_ca_system_score_gemma":0.0005512355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008921633,"about_ca_topic_score_gemma":0.0001271474,"domain_scores_codex":[0.9970294,0.001142598,0.0005239162,0.000102025,0.001009987,0.0001920415],"domain_scores_gemma":[0.9984626,0.0005524739,0.0005570558,0.00005371593,0.0002710881,0.0001031303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001777321,0.0004587454,0.9613881,0.000009397225,0.00001532036,0.00003236658,0.03436815,0.00006462038,0.000005715348,0.0001105679,0.001161805,0.002207474],"study_design_scores_gemma":[0.003155549,0.001966278,0.9427413,0.0004639424,0.0000131705,0.00000338702,0.05103962,0.000002331844,0.00000974363,0.0001340851,0.0003989578,0.00007165131],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866518,0.0001506824,0.00003329375,0.01175638,0.0002864243,0.0002758232,0.000003218585,0.00000257263,0.0008398347],"genre_scores_gemma":[0.9994302,0.000005189487,0.0001454507,0.0001442411,0.0001600369,0.00001232031,0.000006022654,0.000007548289,0.00008896096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01864682,"threshold_uncertainty_score":0.437207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.015571978816781,"score_gpt":0.3270614408308407,"score_spread":0.3114894620140596,"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."}}