{"id":"W2302440761","doi":"10.1016/j.ygyno.2016.03.001","title":"Prevalence and factors associated with cognitive deficit in women with gynecologic malignancies","year":2016,"lang":"en","type":"article","venue":"Gynecologic Oncology","topic":"Cancer-related cognitive impairment studies","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Cancer Institute","keywords":"Medicine; Brief Pain Inventory; Hospital Anxiety and Depression Scale; Montreal Cognitive Assessment; Anxiety; Cognition; Depression (economics); Physical therapy; Internal medicine; Psychiatry; Chronic pain; Cognitive impairment","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":[0.0004832298,0.0003870713,0.000875953,0.0002375703,0.0001470885,0.00001086446,0.000096959,0.0003538687,0.0007054078],"category_scores_gemma":[0.003237329,0.0002018845,0.00003365196,0.0004266101,0.001064508,0.0001418954,0.0001264484,0.0003210584,0.00002523102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001867659,"about_ca_system_score_gemma":0.0004624671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001596382,"about_ca_topic_score_gemma":0.0007033587,"domain_scores_codex":[0.997499,0.0002790604,0.0003674349,0.000683817,0.0002479321,0.000922692],"domain_scores_gemma":[0.9945601,0.004479339,0.0003018478,0.0001489549,0.0003231508,0.0001866216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00197721,0.0006819426,0.9855267,0.00006023765,0.0003734507,0.0004324345,0.0009874852,0.000001495662,0.0003995664,0.00003473753,0.0001046643,0.009420089],"study_design_scores_gemma":[0.01003308,0.02113449,0.9635977,0.0005870258,0.0002676826,0.0000605596,0.003352692,0.000002605874,0.0002111833,0.000177298,0.000244397,0.0003312693],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921451,0.0003137864,0.00003755814,0.001507821,0.0001091138,0.001461293,0.00005863276,0.0001576421,0.004209074],"genre_scores_gemma":[0.9964857,0.0005476949,0.00005521388,0.001047852,0.00002309902,0.0006908639,0.000006834664,0.00002853168,0.001114176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02192897,"threshold_uncertainty_score":0.8232611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02490728908149734,"score_gpt":0.2760711593891245,"score_spread":0.2511638703076272,"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."}}