{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002429248,0.0003559325,0.000363016,0.0008073486,0.001167155,0.0003994872,0.0002890319,0.0004823591,0.001608364],"category_scores_gemma":[0.0007445517,0.0003553629,0.0002350211,0.0007871317,0.0003076985,0.0003271601,0.0004077888,0.0003566938,0.0002294045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004464228,"about_ca_system_score_gemma":0.000613502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008651397,"about_ca_topic_score_gemma":0.01454726,"domain_scores_codex":[0.9997329,0.00004001603,0.00003576299,0.00005955665,0.00005598907,0.0000757486],"domain_scores_gemma":[0.9995872,0.00003847626,0.0001767632,0.00001563541,0.00006435951,0.0001176072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006709195,0.00009558215,0.997753,0.00001659309,0.0000207278,0.0006768365,0.0002378063,0.000008541555,0.0003716046,0.000006801757,0.00007160588,0.0006738853],"study_design_scores_gemma":[0.000008825264,0.0001696949,0.997824,0.000006434216,0.0000131085,0.00132519,0.0004916787,0.00002597382,0.00002925595,0.000008521463,0.0000949189,0.000002531453],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999644,0.0001220401,0.0000146748,0.00002664401,0.000003191769,0.000008449482,0.00004975119,9.433717e-7,0.0001301735],"genre_scores_gemma":[0.9996082,0.00009258644,0.00004026121,0.00004870664,0.00000836951,0.00001117378,0.00008025598,3.61155e-7,0.0001100853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008651397,"threshold_uncertainty_score":0.01720208,"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."}}