{"id":"W4309400073","doi":"10.1186/s12888-022-04368-2","title":"Prevalence and correlates of cognitive impairment in schizophrenia: a cross-sectional study from a teaching hospital southern Sri Lanka","year":2022,"lang":"en","type":"article","venue":"BMC Psychiatry","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cognition; Schizophrenia (object-oriented programming); Cross-sectional study; Cognitive impairment; Outpatient clinic; Verbal fluency test; Medicine; Psychiatry; Montreal Cognitive Assessment; Clinical psychology; Psychology; Neuropsychology; Internal medicine","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":[0.0003804498,0.0002941467,0.0003224571,0.0009109436,0.0006584075,0.0005636866,0.0003427892,0.0002944169,0.001308748],"category_scores_gemma":[0.0007365518,0.0004122452,0.0003116933,0.0008539936,0.0003923695,0.0002904775,0.0004714808,0.0003446103,0.0003108312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006309718,"about_ca_system_score_gemma":0.0006485729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02598755,"about_ca_topic_score_gemma":0.03403649,"domain_scores_codex":[0.9996451,0.00007485453,0.00005559152,0.00005820332,0.00008300905,0.00008309483],"domain_scores_gemma":[0.9992582,0.0000702393,0.0003149727,0.00003759172,0.0001129448,0.0002060604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001741633,0.00002082546,0.998938,0.00001103392,0.00002048113,0.0001055322,0.0003208194,0.000007471228,0.0002087056,0.000002425298,0.00002784186,0.0003193694],"study_design_scores_gemma":[0.00000245414,0.00007017807,0.998828,0.000005119729,0.000008233362,0.0002331531,0.0007774284,0.00001483265,0.00001384732,0.000001561873,0.00004283771,0.000002326208],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996886,0.0000463973,0.000009700476,0.00001542074,8.190067e-7,0.000007872244,0.0001051386,0.000001033069,0.0001250193],"genre_scores_gemma":[0.9996582,0.0000850802,0.00003233569,0.00002017622,0.000002826739,0.00001034148,0.0001440101,5.192219e-7,0.0000464263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02598755,"threshold_uncertainty_score":0.05167258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01488413048859468,"score_gpt":0.3031098200169507,"score_spread":0.288225689528356,"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."}}