{"id":"W4361295426","doi":"10.7197/cmj.1223208","title":"Evaluation of Cognitive Functions of Patients with Anemia","year":2023,"lang":"en","type":"article","venue":"Cumhuriyet Tıp Dergisi/Cumhuriyet Üniversitesi Tıp Fakültesi dergisi","topic":"Health Education and Validation","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Anemia; Cognition; Montreal Cognitive Assessment; Iron-deficiency anemia; Hemoglobin; Pediatrics; Iron deficiency; Cognitive impairment; Internal medicine; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004488284,0.000487144,0.0007006294,0.001299923,0.001157782,0.00009644539,0.0006213235,0.0004365954,0.00292577],"category_scores_gemma":[0.003819623,0.0005143797,0.0002643022,0.004083996,0.0007837049,0.001314671,0.0001447717,0.0003996641,0.0004620923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006709988,"about_ca_system_score_gemma":0.002396968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001365649,"about_ca_topic_score_gemma":0.001628948,"domain_scores_codex":[0.991681,0.001766428,0.001035248,0.0009080845,0.003582995,0.001026178],"domain_scores_gemma":[0.9896772,0.001912498,0.001116456,0.0006728986,0.006060962,0.0005600061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006754007,0.001800602,0.8801322,0.0003795148,0.0005456065,0.00001264838,0.03726503,0.000955266,0.0001747383,0.004008302,0.04097811,0.03307259],"study_design_scores_gemma":[0.01092853,0.0009041202,0.8653615,0.0008180641,0.002217478,0.000003144066,0.07240648,0.002105983,0.001533198,0.001446469,0.04068822,0.001586858],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9726942,0.0002092288,0.0004432521,0.001440288,0.0009587187,0.002143804,0.0003497954,0.0003348521,0.02142587],"genre_scores_gemma":[0.9950746,0.0002064721,0.0002943432,0.0001630403,0.0002846672,0.0001001961,0.001179235,0.00007293894,0.002624497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03514145,"threshold_uncertainty_score":0.9997308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08253707427130375,"score_gpt":0.379772958004387,"score_spread":0.2972358837330832,"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."}}