{"id":"W4320484905","doi":"10.1038/s41591-023-02204-y","title":"How Pakistan’s community health workers use telemedicine for women’s health","year":2023,"lang":"en","type":"article","venue":"Nature Medicine","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"","keywords":"Telemedicine; Telehealth; Community health workers; Community health; Medicine; Health worker; Coronavirus disease 2019 (COVID-19); Health services; Family medicine; Health care; Nursing; Environmental health; Public health; Economic growth; Pathology; Population","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":[0.00138631,0.0001712066,0.0001297014,0.0004878118,0.003732712,0.004080023,0.0005537352,0.001165691,0.01073574],"category_scores_gemma":[0.008410853,0.0001910161,0.0002533834,0.000923302,0.001236766,0.002254242,0.001291352,0.001323431,0.001018067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002375763,"about_ca_system_score_gemma":0.006687924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06605127,"about_ca_topic_score_gemma":0.108519,"domain_scores_codex":[0.998293,0.0007363421,0.00005908228,0.000113256,0.0003128447,0.0004855174],"domain_scores_gemma":[0.9941589,0.002968082,0.0007409378,0.0001346465,0.001024383,0.0009730874],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001924074,0.0007340158,0.3052162,0.0007164173,0.00006509438,0.002528005,0.4829099,0.0001685075,0.001551654,0.003042956,0.03620983,0.1666651],"study_design_scores_gemma":[0.00002181193,0.0002149144,0.0979742,0.0006126164,0.00005330112,0.0007441611,0.8247548,0.0002043369,0.0003216189,0.0005971014,0.07446146,0.0000396279],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9296374,0.001028506,0.0004643476,0.02297493,0.0002695009,0.0000633413,0.0002677116,0.00002900114,0.04526518],"genre_scores_gemma":[0.9875501,0.001204109,0.0002633981,0.003281998,0.00005366799,0.000020824,0.0000635157,0.00001439394,0.007547919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06605127,"threshold_uncertainty_score":0.1313336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08593321738828083,"score_gpt":0.4993344709653696,"score_spread":0.4134012535770888,"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."}}