{"id":"W4226307159","doi":"10.1016/j.lana.2021.100160","title":"Cost of community-based human papillomavirus self-sampling in Peru: A micro-costing study","year":2021,"lang":"en","type":"article","venue":"The Lancet Regional Health - Americas","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fogarty International Center; Grand Challenges Canada","keywords":"Activity-based costing; Sampling (signal processing); Unit cost; Unit (ring theory); Nonprobability sampling; Medicine; Operations management; Business; Psychology; Environmental health; Marketing; Computer science; Economics; Telecommunications","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001861151,0.0003510629,0.0002787532,0.001638732,0.0005717169,0.001244086,0.0008639157,0.0005002374,0.003741108],"category_scores_gemma":[0.01313569,0.0003830188,0.0006507002,0.003216565,0.0004722569,0.001176795,0.001562973,0.0005524573,0.0002142378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004480512,"about_ca_system_score_gemma":0.001582468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03321092,"about_ca_topic_score_gemma":0.03486916,"domain_scores_codex":[0.9972718,0.001698257,0.0001429809,0.0001490881,0.0004209781,0.0003168135],"domain_scores_gemma":[0.9921666,0.002803459,0.003315416,0.000307529,0.001004173,0.0004028807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004190712,0.0006687405,0.9656581,0.0003327174,0.0002958601,0.0005448115,0.002003545,0.001526346,0.0002541851,0.000985625,0.00118037,0.0261305],"study_design_scores_gemma":[0.00003970702,0.0006825523,0.987388,0.0001255095,0.0002060937,0.0005522306,0.003726362,0.004660966,0.0001449056,0.0003268954,0.002123271,0.00002363307],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957179,0.000311482,0.0004265546,0.0004087822,0.000003108852,0.0001771947,0.0009962098,0.00001045713,0.001948366],"genre_scores_gemma":[0.9979103,0.0003203634,0.0005524309,0.00005562078,0.000007247702,0.0002193771,0.0005081068,0.000006258889,0.000420308],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03321092,"threshold_uncertainty_score":0.06603527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4627270394215237,"score_gpt":0.527424671994775,"score_spread":0.0646976325732514,"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."}}