{"id":"W4400178770","doi":"10.1016/j.lansea.2024.100436","title":"Assessment of geographical accessibility to COVID-19 testing facilities in Nepal (2021)","year":2024,"lang":"en","type":"article","venue":"The Lancet Regional Health - Southeast Asia","topic":"SARS-CoV-2 detection and testing","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"World Health Organization","keywords":"Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Virology; Geography; Medicine; Outbreak; Pathology","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":[0.0009797646,0.0003851063,0.0003043256,0.001052534,0.0003135979,0.001586427,0.0007989997,0.0008406899,0.003042327],"category_scores_gemma":[0.004790154,0.000358071,0.0007680521,0.001084803,0.0004651765,0.001277056,0.00151718,0.0005313225,0.0002966124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001814796,"about_ca_system_score_gemma":0.0009207992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02540156,"about_ca_topic_score_gemma":0.0210741,"domain_scores_codex":[0.9994319,0.000217179,0.00002981671,0.0001079782,0.00007834133,0.0001347802],"domain_scores_gemma":[0.9981335,0.0009717644,0.000385975,0.00007327557,0.000315624,0.0001198088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002979808,0.0001743909,0.648213,0.000441834,0.0003820324,0.001441999,0.001274379,0.2986835,0.001453718,0.007237554,0.002459907,0.03793968],"study_design_scores_gemma":[0.00002979235,0.0004895389,0.5567648,0.0002646722,0.0001842366,0.0009261307,0.005934343,0.4226411,0.001139581,0.006007393,0.005531598,0.00008677152],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9806728,0.0003095386,0.008055173,0.0005849403,0.000008111285,0.0001356552,0.003164612,0.00004489786,0.007024232],"genre_scores_gemma":[0.9974873,0.0000943211,0.001328677,0.00002252575,0.000001907195,0.00005606271,0.0005274556,0.000003349846,0.0004784318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02540156,"threshold_uncertainty_score":0.05050743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1746965428584389,"score_gpt":0.4417771222118005,"score_spread":0.2670805793533616,"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."}}