{"id":"W2370713741","doi":"10.18192/uojm.v6i1.1387","title":"Going Blind in Nepal","year":2016,"lang":"en","type":"article","venue":"University of Ottawa Journal of Medicine","topic":"Global Health and Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Humanities; Medicine; History; Political science; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0009787588,0.0006328241,0.0005331394,0.0008539318,0.01789656,0.005103101,0.001197689,0.00370685,0.03352999],"category_scores_gemma":[0.002128973,0.0004181975,0.0005200786,0.0005883516,0.003729016,0.004415931,0.00729845,0.006165145,0.007305399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00332947,"about_ca_system_score_gemma":0.01027816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04523215,"about_ca_topic_score_gemma":0.08446552,"domain_scores_codex":[0.9989422,0.000207971,0.0000478429,0.0001285768,0.0001300297,0.0005433933],"domain_scores_gemma":[0.9990638,0.0001021011,0.0000686947,0.00004960016,0.0002381171,0.0004777593],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002859522,0.0005929938,0.03527279,0.002129404,0.00008967851,0.03362763,0.2063946,0.0001309554,0.005986024,0.0494016,0.4375032,0.2285852],"study_design_scores_gemma":[0.00002797216,0.0001787779,0.0169852,0.001662142,0.0000265305,0.01227196,0.1438891,0.00007800635,0.0005269094,0.006195533,0.8180729,0.00008495487],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.261537,0.03630544,0.001861647,0.2380139,0.01568341,0.0005363993,0.001756661,0.0005249391,0.4437806],"genre_scores_gemma":[0.4934212,0.01814035,0.001938354,0.1568262,0.001046793,0.000346797,0.0007008353,0.0002814276,0.327298],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04523215,"threshold_uncertainty_score":0.112169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01797736017030005,"score_gpt":0.2619008358802692,"score_spread":0.2439234757099691,"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."}}