{"id":"W2129559687","doi":"10.1136/bjophthalmol-2011-300908","title":"Prevalence of blindness in Western Australia: a population study using capture and recapture techniques","year":2011,"lang":"en","type":"article","venue":"British Journal of Ophthalmology","topic":"Census and Population Estimation","field":"Mathematics","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Population and Public Health","funders":"Pfizer Australia; Ögonfonden; Pfizer","keywords":"Medicine; Blindness; Population; Mark and recapture; Demography; Childhood blindness; Blinding; Prevalence; Pediatrics; Optometry; Environmental health; Clinical trial; Retinopathy of prematurity; 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":[0.0005649414,0.00008136658,0.0002886383,0.0001517199,0.00002483911,0.000009903583,0.00009071441,0.000129723,0.00007741828],"category_scores_gemma":[0.0001620465,0.00008762984,0.00003536508,0.0001071981,0.00003476709,0.0002010332,0.00002462757,0.000204736,1.054398e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002727458,"about_ca_system_score_gemma":0.00001477255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001083805,"about_ca_topic_score_gemma":0.00005094959,"domain_scores_codex":[0.9988642,0.0001751323,0.0006210213,0.000101215,0.0001372126,0.0001011772],"domain_scores_gemma":[0.9990662,0.00005198413,0.0005997512,0.00008061515,0.0001670128,0.00003439083],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005539197,0.0003734422,0.9960065,0.0001721111,0.00001459927,0.0009627564,0.00146574,0.000008065046,0.00009191131,0.0000907041,0.000006072877,0.0007526844],"study_design_scores_gemma":[0.0003816067,0.0002579152,0.9466718,0.000390505,0.00005321231,0.04493344,0.0001711464,0.00003318731,0.00008172545,0.006948952,4.92624e-7,0.00007597743],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992524,0.0001730603,0.000172807,0.000006808841,0.000089428,0.0002321669,0.000006403082,0.000004484528,0.00006240524],"genre_scores_gemma":[0.9876752,0.00001059621,0.01220769,0.000001903626,0.00003287254,0.000001807453,9.123154e-7,0.00001000861,0.00005897517],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04933469,"threshold_uncertainty_score":0.3573442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1586636273765135,"score_gpt":0.389389644329726,"score_spread":0.2307260169532125,"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."}}