{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004768805,0.0001450191,0.0003268388,0.00008656854,0.00003098744,0.000003835381,0.00002086611,0.0001214531,0.000363416],"category_scores_gemma":[0.00004695699,0.0001187447,0.00003541908,0.0002904828,0.0001095105,0.0001057783,0.00002270017,0.0002889359,0.00006965217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003645982,"about_ca_system_score_gemma":0.0001182536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004896185,"about_ca_topic_score_gemma":0.00006452249,"domain_scores_codex":[0.9991162,0.00005670996,0.0001726604,0.0002841665,0.0001584851,0.0002118057],"domain_scores_gemma":[0.9995707,0.00002766753,0.00007375859,0.00004949851,0.0001819279,0.00009640452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0229365,0.0004324198,0.9292561,0.00002462365,0.0001132616,0.00007493392,0.001039752,6.710594e-7,0.00006246375,0.000002112967,0.001110167,0.04494694],"study_design_scores_gemma":[0.01819519,0.009995366,0.9685218,0.00004920264,0.0001241925,0.000007246268,0.0003192598,0.00001514212,0.0002624901,0.000007338615,0.00238501,0.0001177187],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99073,0.00006126647,0.00005473012,0.006449302,0.0002065278,0.000784219,0.00001031704,0.00004335977,0.001660274],"genre_scores_gemma":[0.9921877,0.00001298295,0.00009401992,0.007179577,0.0002198346,0.0001250315,0.00005498154,0.00002246192,0.0001034509],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04482923,"threshold_uncertainty_score":0.484227,"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."}}