{"id":"W4253581622","doi":"10.2196/13755","title":"Metadata Correction: Performance, Acceptability, and Usability of Respiratory Rate Timers and Pulse Oximeters When Used by Frontline Health Workers to Detect Symptoms of Pneumonia in Sub-Saharan Africa and Southeast Asia: Protocol for a Two-Phase, Multisite, Mixed-Methods Trial","year":2019,"lang":"en","type":"erratum","venue":"JMIR Research Protocols","topic":"Data-Driven Disease Surveillance","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Usability; Metadata; Protocol (science); Southeast asia; Medicine; Pneumonia; South asia; Nursing; Computer science; World Wide Web; Alternative medicine; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.06011285,0.00200412,0.002734152,0.003365597,0.003826613,0.002896946,0.002929768,0.00636541,0.1217693],"category_scores_gemma":[0.4941394,0.00185471,0.004160359,0.002109386,0.002471448,0.003078608,0.002508502,0.005872667,0.02568477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004873019,"about_ca_system_score_gemma":0.01137939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009020509,"about_ca_topic_score_gemma":0.02262478,"domain_scores_codex":[0.941304,0.02401955,0.02200164,0.002221009,0.008430329,0.002023427],"domain_scores_gemma":[0.6550599,0.1825033,0.02265919,0.03061958,0.1062998,0.002858242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01181369,0.0003787803,0.001124462,0.009297157,0.0003818652,0.000158777,0.0006658876,0.0002286838,0.0003797987,0.001537465,0.9198987,0.05413477],"study_design_scores_gemma":[0.04919739,0.003330503,0.03450143,0.02995665,0.002658245,0.0005540755,0.001853369,0.002901256,0.006813728,0.01217087,0.8553221,0.0007404959],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.02147264,0.00286807,0.03138308,0.1580888,0.4249668,0.1191153,0.2008539,0.009976219,0.03127527],"genre_scores_gemma":[0.1192201,0.002846247,0.124762,0.08709385,0.01964418,0.456393,0.03060853,0.00637075,0.1530615],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1217693,"threshold_uncertainty_score":0.4073588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1176638505884274,"score_gpt":0.5137645947173756,"score_spread":0.3961007441289481,"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."}}