{"id":"W2163341407","doi":"10.1111/j.1365-3156.2004.01205.x","title":"Indirect costs associated with accessing eye care services as a barrier to service use in Ethiopia","year":2004,"lang":"en","type":"article","venue":"Tropical Medicine & International Health","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":147,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Visual impairment; Trichiasis; Medicine; Eye care; Optometry; Population; Blindness; Trachoma; Environmental health; Psychiatry","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":[0.0001641183,0.0002148331,0.0005261516,0.0002783181,0.0001320939,0.00001640504,0.0001666311,0.000123887,0.0001503429],"category_scores_gemma":[0.0004235996,0.0001528185,0.00003253607,0.0004567801,0.00008804214,0.0001653197,0.00008107537,0.0004699549,0.00004027078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001093382,"about_ca_system_score_gemma":0.0003677966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004494156,"about_ca_topic_score_gemma":0.005688202,"domain_scores_codex":[0.9981128,0.0001020026,0.0004355506,0.0003669337,0.0005946692,0.0003880351],"domain_scores_gemma":[0.9988013,0.0001762453,0.0001401578,0.0001539285,0.0003696186,0.0003587393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009793084,0.000326547,0.9898358,0.0001852743,0.0001228963,0.0001628533,0.006814611,0.00002029375,0.00004494767,0.0003662878,0.00005579669,0.001085414],"study_design_scores_gemma":[0.005577702,0.004155923,0.9832775,0.00401529,0.00003647659,0.00005284957,0.002198445,0.00002181418,0.00004230496,0.00008495571,0.0004112307,0.0001255382],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9374078,0.0002030871,0.0000279263,0.0603679,0.0003137404,0.0005169876,0.00001287751,0.00006785467,0.00108183],"genre_scores_gemma":[0.9623043,0.0000352654,0.0003335203,0.03673021,0.000244623,0.00004007083,0.0001099593,0.00002145478,0.0001806045],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0248965,"threshold_uncertainty_score":0.6793849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04753057594414833,"score_gpt":0.424459635717934,"score_spread":0.3769290597737857,"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."}}