{"id":"W2101566518","doi":"10.3109/09286586.2013.766756","title":"Gender Issues in a Cataract Surgical Population in South India","year":2013,"lang":"en","type":"article","venue":"Ophthalmic Epidemiology","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Indian Council of Medical Research","keywords":"Medicine; Socioeconomic status; Residence; Odds ratio; Confidence interval; Demography; Cataract surgery; Logistic regression; Population; Functional illiteracy; Gerontology; Surgery; Environmental health; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001172414,0.0002098788,0.0009035156,0.0002995761,0.00004378547,0.000002656253,0.00008392986,0.0003586169,0.0008329774],"category_scores_gemma":[0.001136374,0.000170038,0.00009149613,0.000237513,0.000133318,0.0001175334,0.00007240715,0.0004679391,0.0004380342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001002309,"about_ca_system_score_gemma":0.00003095634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002494242,"about_ca_topic_score_gemma":0.00001166495,"domain_scores_codex":[0.997562,0.0006315116,0.0007199733,0.0004283961,0.00007530117,0.0005828437],"domain_scores_gemma":[0.998681,0.0007949315,0.0001410412,0.0002414675,0.0000309844,0.000110596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001150226,0.0002887245,0.9973025,0.00005085932,0.00002952922,0.0003559638,0.000795965,0.00001279205,0.00003077123,0.0004810478,0.0003222171,0.0002145591],"study_design_scores_gemma":[0.001273895,0.0004780479,0.9924886,0.00005835471,0.00001364931,0.00088057,0.0003784704,0.0002227443,0.00000567147,0.003967949,0.0000857882,0.0001462856],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930842,0.001407603,0.000001597214,0.002085716,0.0001717172,0.0005228386,0.000002841902,0.00002852339,0.002694964],"genre_scores_gemma":[0.9980647,0.0001037466,0.0003732411,0.0005346986,0.0001416573,0.0001138914,0.00009124433,0.0000162982,0.0005605174],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004980506,"threshold_uncertainty_score":0.9120519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1022128905976667,"score_gpt":0.4264917396411018,"score_spread":0.3242788490434351,"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."}}