{"id":"W2319554555","doi":"10.1016/s1499-2671(09)33104-4","title":"Declining prevalence of visual impairment among people with diabetes in the United States, 1997-2007","year":2009,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Visual impairment; Blindness; Diabetes mellitus; Gerontology; Optometry; Environmental health; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0005135321,0.0002324939,0.0003525166,0.001666182,0.0004344006,0.0008717818,0.0007320459,0.0007493871,0.001140017],"category_scores_gemma":[0.001873188,0.0001935255,0.0005800616,0.003009505,0.0002459246,0.0007592175,0.0005619681,0.0009534654,0.0002505438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001774439,"about_ca_system_score_gemma":0.001662805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3368999,"about_ca_topic_score_gemma":0.4455543,"domain_scores_codex":[0.999485,0.00004683696,0.0001073007,0.00009469576,0.0001597318,0.0001063226],"domain_scores_gemma":[0.9979793,0.0001191339,0.000780783,0.00005327125,0.0008018273,0.0002655966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006757167,0.0000263319,0.9959835,0.0000315852,0.00003676994,0.00003774148,0.00007388021,0.00003256763,0.00004133134,0.00001746989,0.001515002,0.002136315],"study_design_scores_gemma":[0.00000216445,0.00001112221,0.9992988,0.00001352424,0.00001420183,0.0000663867,0.0001913802,0.00004294586,0.00001452978,0.000003557871,0.0003397588,0.000001544049],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9677468,0.002895325,0.000108464,0.0008819315,0.00008145421,0.00002424797,0.02442651,0.00003370847,0.003801654],"genre_scores_gemma":[0.9888269,0.001283646,0.0001188648,0.0003002681,0.0000349972,0.00002096916,0.008639465,0.000004470688,0.0007704957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3368999,"threshold_uncertainty_score":0.6698779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008137744549591786,"score_gpt":0.2544966058497444,"score_spread":0.2463588613001526,"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."}}