{"id":"W4306405499","doi":"10.22159/ajpcr.2022.v15i10.45342","title":"A CLINICAL STUDY OF RETINAL GANGLION CELL LAYER AND RETINAL NERVE FIBER LAYER CHANGES IN COGNITIVE DYSFUNCTION IN ELDERLY PATIENTS ATTENDING PSYCHIATRY OPD IN A TERTIARY HOSPITAL IN NORTHEAST BIHAR","year":2022,"lang":"en","type":"article","venue":"Asian Journal of Pharmaceutical and Clinical Research","topic":"Retinal Imaging and Analysis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nerve fiber layer; Medicine; Ophthalmology; Retinal; Quadrant (abdomen); Inner plexiform layer; Montreal Cognitive Assessment; Ganglion cell layer; Ganglion; Cognition; Cognitive impairment; Audiology; Psychiatry; Surgery","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":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.009436077,0.0001700779,0.0007480755,0.0009914356,0.00007174967,0.0000247031,0.000149689,0.000114834,0.000177193],"category_scores_gemma":[0.001252593,0.0001399425,0.0001420589,0.00112177,0.0003464397,0.0001241722,0.0002378034,0.003781177,0.000002136891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008219988,"about_ca_system_score_gemma":0.0001814484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001083036,"about_ca_topic_score_gemma":0.0002570287,"domain_scores_codex":[0.9936922,0.002634355,0.001713247,0.0004803556,0.0009967221,0.0004831878],"domain_scores_gemma":[0.9979004,0.001030198,0.0002950141,0.0001185931,0.0002812142,0.0003745357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00611585,0.00841287,0.9352494,0.00008812582,0.00005596034,0.001091836,0.0009539497,0.000001908309,0.00003608639,0.00000142046,0.00006391123,0.0479287],"study_design_scores_gemma":[0.01582535,0.01162425,0.9541491,0.0007440626,0.0001253834,0.0000562963,0.01645607,0.0007661363,0.00001539459,0.00006187235,0.00004817614,0.000127881],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928787,0.0004294111,0.000001696967,0.005839746,0.0001504636,0.0004901413,0.000006685281,0.000002607282,0.0002004857],"genre_scores_gemma":[0.9991826,0.0003346392,0.00006364425,0.0001376505,0.000191284,0.00001783562,0.000004885624,0.00001784544,0.00004958239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04780082,"threshold_uncertainty_score":0.9985172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09948464139423127,"score_gpt":0.471421457612874,"score_spread":0.3719368162186427,"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."}}