{"id":"W4407027296","doi":"10.1159/000543597","title":"Kognitive Vorteile im Alter durch Kataraktoperation","year":2025,"lang":"en","type":"article","venue":"Kompass Ophthalmologie","topic":"Connexins and lens biology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cochrane Library; Medicine; Randomized controlled trial; Dementia; Meta-analysis; Cataract surgery; Hazard ratio; Confidence interval; Cognitive decline; Cognition; MEDLINE; Systematic review; Subgroup analysis; Physical therapy; Internal medicine; Psychiatry; Surgery; Disease","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":[],"consensus_categories":[],"category_scores_codex":[0.0001909498,0.0001832737,0.0001855259,0.00007194509,0.0001317585,0.00002948084,0.0002372665,0.0002472556,0.000204732],"category_scores_gemma":[0.0001706296,0.0001614932,0.0001038612,0.0001192838,0.0001343604,0.000004832165,0.0002016239,0.0001263204,0.00006838732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002214958,"about_ca_system_score_gemma":0.0001220742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004089031,"about_ca_topic_score_gemma":0.0000121876,"domain_scores_codex":[0.9987975,0.0001201709,0.000218672,0.0004825646,0.00006223859,0.0003188514],"domain_scores_gemma":[0.9993352,0.00003556856,0.00004779689,0.0004055015,0.0001288192,0.00004707858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004110047,0.0002895037,0.02460052,0.00003972802,0.0002925475,0.0001253675,0.00005180172,0.0001166223,0.917192,0.003340244,0.04166736,0.01187334],"study_design_scores_gemma":[0.001926171,0.001321961,0.1196788,0.00004256358,0.00008497711,0.0002967357,0.0003412181,0.0002649101,0.6759343,0.002253312,0.1970377,0.00081743],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9655695,0.0009734913,0.001484998,0.001844276,0.0005560364,0.0002573727,0.00003742949,0.00003169209,0.02924522],"genre_scores_gemma":[0.9935322,0.00007118462,0.0003638773,0.0007471511,0.0002128184,0.00007358634,0.000286908,0.00001168801,0.004700544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2412577,"threshold_uncertainty_score":0.65855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01312318882524253,"score_gpt":0.3071240011483549,"score_spread":0.2940008123231124,"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."}}