{"id":"W6930676330","doi":"10.5281/zenodo.14253859","title":"Cognitive Impairment among Patients with Schizophrenia Attending Psychiatric Services in BPKIHS","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Schizophrenia (object-oriented programming); Observational study; Cognition; Antipsychotic; Cognitive impairment; Quality of life (healthcare); Positive and Negative Syndrome Scale; Cognitive remediation therapy","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":[0.0003449226,0.0002275574,0.0003416696,0.000796086,0.0006649722,0.0005069262,0.0002078306,0.0003161869,0.001627187],"category_scores_gemma":[0.0009615756,0.0001642066,0.0002499984,0.0008443044,0.0002262067,0.0002870623,0.0004347182,0.0004511874,0.0001953433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005910951,"about_ca_system_score_gemma":0.0008027779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01567693,"about_ca_topic_score_gemma":0.01848158,"domain_scores_codex":[0.9997249,0.00004968034,0.000026601,0.00003559539,0.00008007956,0.00008314117],"domain_scores_gemma":[0.9995583,0.00004876337,0.0001971065,0.00001100503,0.00004883635,0.0001359483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005664044,0.00007605497,0.9982272,0.00001452502,0.0000139031,0.0001072559,0.0001673625,0.00001399242,0.0001055589,0.000006495899,0.00005818038,0.001152923],"study_design_scores_gemma":[0.000003741122,0.00006798176,0.9994045,0.000005097615,0.000008255566,0.0001440723,0.0002679209,0.00002295254,0.00001549885,0.000007575878,0.00005035126,0.000001914123],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994666,0.0001264579,0.00001093613,0.00002966286,0.000003714424,0.000006075853,0.0001048215,9.675121e-7,0.0002508007],"genre_scores_gemma":[0.9996855,0.00008100487,0.000017715,0.00002133981,0.000006095712,0.000004497355,0.0001219136,3.745936e-7,0.00006152566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01567693,"threshold_uncertainty_score":0.03117138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01346694946030047,"score_gpt":0.2508545474964516,"score_spread":0.2373875980361512,"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."}}