{"id":"W2774290114","doi":"10.1186/s12992-017-0311-z","title":"Operationalizing mHealth to improve patient care: a qualitative implementation science evaluation of the WelTel texting intervention in Canada and Kenya","year":2017,"lang":"en","type":"article","venue":"Globalization and Health","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"B.C. Women's Hospital & Health Centre; Women's Health Research Institute; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"mHealth; Operationalization; Implementation research; Health services research; Health administration; Qualitative research; Public health; General partnership; Health care; Health informatics; Nursing; Public relations; Psychology; Medicine; Psychological intervention; Sociology; Political science; Social science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.04220353,0.001152868,0.00165904,0.001623904,0.01689653,0.003649231,0.003425706,0.002144657,0.004902255],"category_scores_gemma":[0.03729731,0.001033323,0.001261699,0.002559586,0.006696453,0.001883772,0.004888603,0.003252406,0.0002587894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07064072,"about_ca_system_score_gemma":0.1724957,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5470793,"about_ca_topic_score_gemma":0.7957385,"domain_scores_codex":[0.9717004,0.01882698,0.001062757,0.0009956053,0.001870036,0.00554414],"domain_scores_gemma":[0.9673236,0.01897193,0.00162585,0.0008488317,0.006868626,0.004361108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.003188076,0.0108238,0.01915338,0.01382267,0.0003244069,0.003461362,0.7469462,0.002007975,0.006866116,0.004325945,0.005784289,0.1832958],"study_design_scores_gemma":[0.003560827,0.01029305,0.05509776,0.01096908,0.0006021198,0.0002810697,0.8691322,0.001580986,0.004628762,0.001532241,0.04189958,0.0004222798],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9459592,0.001651027,0.003255793,0.004109696,0.0001412583,0.03596205,0.0008499977,0.00005556622,0.008015516],"genre_scores_gemma":[0.944353,0.001910034,0.01914091,0.00265367,0.00003489171,0.02841387,0.000394721,0.00006103041,0.00303791],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4529207,"threshold_uncertainty_score":0.911176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1054073063842443,"score_gpt":0.5555848040749728,"score_spread":0.4501774976907285,"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."}}