{"id":"W2102620774","doi":"10.3109/09286586.2010.508354","title":"Prevalence and Risk Factors for Near and Far Visual Difficulty in Burkina Faso","year":2010,"lang":"en","type":"article","venue":"Ophthalmic Epidemiology","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Maisonneuve-Rosemont; Université de Montréal","funders":"","keywords":"Medicine; Logistic regression; Odds ratio; Confidence interval; Population; Demography; Cluster sampling; Cluster (spacecraft); Visual impairment; Environmental health","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":[0.001128714,0.0002523309,0.0007591806,0.00008460574,0.0002139745,0.00000505098,0.0000690878,0.0003691728,0.00005317297],"category_scores_gemma":[0.005369052,0.0001887637,0.00007486535,0.00007497944,0.0007463581,0.00006664045,0.0001101433,0.0005591764,0.000005709322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001745142,"about_ca_system_score_gemma":0.00002910098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002538999,"about_ca_topic_score_gemma":0.00001687151,"domain_scores_codex":[0.9982088,0.0002529741,0.0004439708,0.0005459611,0.00005032663,0.0004979435],"domain_scores_gemma":[0.9962409,0.00318406,0.0001746335,0.000189228,0.00004279065,0.000168376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002207664,0.000216208,0.9966098,0.0002074243,0.00007014424,0.00001842769,0.0003727224,0.00000124503,0.001283257,0.0002862509,0.0001148195,0.0005989137],"study_design_scores_gemma":[0.0013425,0.002304468,0.9929109,0.00004346116,0.0001116991,0.000571552,0.0001605215,0.00103144,0.00007526431,0.0009629293,0.0003123379,0.0001729849],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971377,0.001059726,0.00003113713,0.0006093898,0.0003020973,0.0006610627,0.00003385287,0.00003125341,0.0001337298],"genre_scores_gemma":[0.9969027,0.001110373,0.00124882,0.0001845359,0.00009555108,0.00007092782,0.00001935474,0.00001863017,0.0003491119],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004240338,"threshold_uncertainty_score":0.7697558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04972581345873338,"score_gpt":0.3960640155832917,"score_spread":0.3463382021245583,"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."}}