{"id":"W3152950723","doi":"10.1111/opo.12825","title":"Keratoconus in Africa: A systematic review and meta‐analysis","year":2021,"lang":"en","type":"review","venue":"Ophthalmic and Physiological Optics","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Keratoconus; Medicine; Meta-analysis; Population; Ophthalmology; Demography; Optometry; Internal medicine; Cornea; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006581611,0.002424729,0.01498308,0.004157134,0.0007260971,0.002827106,0.001963035,0.002064676,0.005252106],"category_scores_gemma":[0.01559061,0.001640605,0.02146501,0.006766347,0.0007834361,0.002076198,0.002051807,0.001684134,0.0003326886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001843744,"about_ca_system_score_gemma":0.003376396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008303107,"about_ca_topic_score_gemma":0.03342213,"domain_scores_codex":[0.9951333,0.001730617,0.001692405,0.0006551495,0.0004517913,0.0003367944],"domain_scores_gemma":[0.9926339,0.0046962,0.001711726,0.0003030573,0.000509706,0.0001454412],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001699896,0.00003526309,0.007611718,0.4814087,0.4966424,0.0002546679,0.000222935,0.0002323122,0.0002797251,0.0001298372,0.0007489156,0.01073363],"study_design_scores_gemma":[0.0006942017,0.000141255,0.007606387,0.02536554,0.9638566,0.0001669451,0.0001467549,0.00007494161,0.00007503437,0.0001236904,0.001715915,0.00003264398],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007845066,0.990827,0.0003026675,0.0001081151,0.00008805958,0.0001697487,0.0004798011,0.00001528919,0.0001642782],"genre_scores_gemma":[0.2156608,0.779931,0.001895271,0.0008188668,0.0001375755,0.0005632016,0.0005679984,0.0000312798,0.0003940416],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01498308,"threshold_uncertainty_score":0.03480726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.208085330678612,"score_gpt":0.3737686392816273,"score_spread":0.1656833086030153,"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."}}