{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008526801,0.00006381153,0.000404201,0.0003777868,0.00002119026,4.049285e-7,0.00009145481,0.00006109665,0.0004778534],"category_scores_gemma":[0.0004015621,0.00004105487,0.00007445915,0.0001857955,0.0001851335,0.00008619361,0.00001465627,0.0001484965,0.000009438958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001053241,"about_ca_system_score_gemma":0.0002249866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009057769,"about_ca_topic_score_gemma":0.00004835712,"domain_scores_codex":[0.9990544,0.00004465322,0.0003290537,0.0000671756,0.0003217067,0.0001830489],"domain_scores_gemma":[0.9989557,0.0001887434,0.0002763827,0.00009172435,0.0002147449,0.0002726621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003251455,0.0002547827,0.8552634,0.0002175281,0.00009023259,0.003838957,0.0008009149,0.000002110244,0.005844668,0.001642886,0.05748029,0.07131279],"study_design_scores_gemma":[0.04104423,0.00247141,0.6491738,0.005753134,0.0001885935,0.001373564,0.001991468,0.000028634,0.0003029722,0.000378101,0.2971567,0.000137411],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9671629,0.0007073359,0.0007318009,0.02168344,0.0002843413,0.00006752162,0.000001630213,0.000004220656,0.009356825],"genre_scores_gemma":[0.9974643,0.0005374228,0.00061033,0.0003592057,0.0001791392,4.825492e-9,4.196626e-7,0.000003470336,0.0008457032],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2396764,"threshold_uncertainty_score":0.5232159,"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."}}