{"id":"W3046968336","doi":"10.1016/j.oraloncology.2020.104921","title":"Cognitive dysfunction in patients with nasopharyngeal carcinoma after induction chemotherapy","year":2020,"lang":"en","type":"article","venue":"Oral Oncology","topic":"Cancer-related cognitive impairment studies","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Cognition; Medicine; Montreal Cognitive Assessment; Nasopharyngeal carcinoma; Internal medicine; Executive dysfunction; Logistic regression; Cognitive disorder; Incidence (geometry); Prospective cohort study; Cognitive impairment; Radiation therapy; Psychiatry; Neuropsychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000871631,0.0004219838,0.0007812938,0.001009355,0.0006791545,0.001031713,0.000395456,0.0004474413,0.0006932347],"category_scores_gemma":[0.003399122,0.0001878574,0.001033769,0.001873614,0.0003023824,0.0005366435,0.0005203059,0.0006709523,0.0001010229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006735871,"about_ca_system_score_gemma":0.0007391688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01101992,"about_ca_topic_score_gemma":0.01373544,"domain_scores_codex":[0.9996057,0.0001182606,0.00006754554,0.00004285822,0.00007664585,0.00008904981],"domain_scores_gemma":[0.9987717,0.0002899521,0.0005416175,0.00006564437,0.0001187322,0.0002123748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001118614,0.0004442875,0.9932697,0.00007586622,0.0004638731,0.0001609048,0.0001820587,0.00004334203,0.0001318798,0.00001449626,0.0001163385,0.003978406],"study_design_scores_gemma":[0.00005370151,0.0008973436,0.9979899,0.00002359936,0.0002659441,0.0002082442,0.0002877168,0.00004258101,0.00004978529,0.00001757377,0.0001574223,0.000006343013],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968718,0.002373826,0.00001557994,0.00004061232,0.00001274808,0.00001548867,0.0001020062,0.000001501456,0.0005666482],"genre_scores_gemma":[0.9985985,0.0009865083,0.00002002462,0.00007305009,0.00002049304,0.0000132518,0.0001604576,4.676164e-7,0.000127313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01101992,"threshold_uncertainty_score":0.02191156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01988790447135234,"score_gpt":0.2799342171185822,"score_spread":0.2600463126472298,"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."}}