{"id":"W2019492295","doi":"10.4314/ajtcam.v6i1.57070","title":"Self treatment of eye diseases in Malawi","year":2010,"lang":"en","type":"article","venue":"African Journal of Traditional Complementary and Alternative Medicines","topic":"Ocular Infections and Treatments","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Centre for Advancing Health Outcomes; University of British Columbia","funders":"International Development Research Centre","keywords":"Trachoma; Eye care; Medicine; Socioeconomic status; Population; Family medicine; Optometry; Disease; Visual impairment; Blindness; Pediatrics; Environmental health; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002350197,0.00008721394,0.0001167836,0.0004667213,0.0007073146,0.0004595426,0.0001971926,0.0001980835,0.00149661],"category_scores_gemma":[0.0008091685,0.0001554588,0.0001122015,0.0006018853,0.0004042812,0.0004190661,0.0006774425,0.0003281757,0.000084493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007016021,"about_ca_system_score_gemma":0.001217892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03238042,"about_ca_topic_score_gemma":0.07384853,"domain_scores_codex":[0.9997005,0.00008589009,0.00003378923,0.00002379164,0.00005498465,0.0001009971],"domain_scores_gemma":[0.9994208,0.00009239868,0.0002981062,0.0000188194,0.0000545094,0.0001154148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003564677,0.0001417527,0.9617621,0.0003306799,0.000019982,0.001275874,0.008154376,0.00003918543,0.00144731,0.000354557,0.0006681785,0.02577041],"study_design_scores_gemma":[0.000005168844,0.0001095645,0.9906898,0.0001067556,0.000009458397,0.0008009298,0.005544444,0.00007421104,0.0001203295,0.00006584686,0.002467789,0.000005722251],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971045,0.001123108,0.00003971354,0.000427898,0.000004729767,0.00002675028,0.0001300338,0.000001984342,0.001141284],"genre_scores_gemma":[0.997894,0.001306559,0.0001070053,0.000177157,0.000006917731,0.00001772414,0.00006037785,6.291158e-7,0.0004297108],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03238042,"threshold_uncertainty_score":0.06438386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04096819998009515,"score_gpt":0.3162452210678032,"score_spread":0.275277021087708,"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."}}