{"id":"W2142679415","doi":"","title":"Screening for diabetic retinopathy in James Bay, Ontario: a cost-effectiveness analysis.","year":2003,"lang":"en","type":"article","venue":"PubMed","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":119,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Diabetic retinopathy; Medicine; Population; Retinopathy; Optometry; Diabetes mellitus; Visual impairment; Incidence (geometry); Gerontology; Demography; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003777243,0.0001373895,0.0003960031,0.0002020236,0.00004043257,0.00001998376,0.00004003616,0.0000510273,0.00004121425],"category_scores_gemma":[0.000269923,0.0001150874,0.0002433337,0.0004245958,0.00002580421,0.00004616543,0.0000109574,0.00007993454,0.000002642502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002409912,"about_ca_system_score_gemma":0.00005083297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001977687,"about_ca_topic_score_gemma":0.002717252,"domain_scores_codex":[0.9988756,0.00009508418,0.0001851681,0.0002954219,0.0001527748,0.000395962],"domain_scores_gemma":[0.9993319,0.0001635647,0.00005405903,0.0002034841,0.00004614194,0.000200854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004752381,0.0002689108,0.9750593,0.00005678982,0.0004728085,0.00005802453,0.0000483243,0.0000352246,0.000003106254,0.0001061123,0.0000220215,0.02339411],"study_design_scores_gemma":[0.003239222,0.00008267917,0.9926464,0.00003344632,0.00132245,0.000004452949,0.0000321193,0.00006430516,0.0002018598,0.0001836691,0.002084327,0.0001050969],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927911,0.0004041392,0.000743101,0.00008264037,0.00006054065,0.003137919,0.00001440963,0.00002299543,0.002743199],"genre_scores_gemma":[0.9915814,0.000007807219,0.0003990155,0.0001108515,0.0000142738,0.00706701,0.00006013897,0.00001587965,0.000743583],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02328901,"threshold_uncertainty_score":0.4693129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04153136987007,"score_gpt":0.2869641452078037,"score_spread":0.2454327753377337,"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."}}