{"id":"W4297314229","doi":"10.1177/09720634221121363","title":"Empowerment through Mobile Apps: A Mixed Methods Case Study of an Application for Pregnant Women","year":2022,"lang":"en","type":"article","venue":"Journal of Health Management","topic":"Service and Product Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Empowerment; Data collection; Patient Empowerment; Qualitative research; Internet privacy; Mobile apps; Nursing; Psychology; Medicine; Medical education; Sociology; World Wide Web; Computer science; Political science; Social science","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":[0.01137225,0.0009532924,0.0009145008,0.001911147,0.009542533,0.003709163,0.001837551,0.003506583,0.002874606],"category_scores_gemma":[0.01673653,0.0008218701,0.0008789988,0.00152315,0.003049825,0.00289222,0.004394418,0.002410553,0.0005929343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00241658,"about_ca_system_score_gemma":0.003033425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002900298,"about_ca_topic_score_gemma":0.007127996,"domain_scores_codex":[0.9902502,0.007423353,0.0003340284,0.0005233873,0.0007126142,0.0007564291],"domain_scores_gemma":[0.9889021,0.008530637,0.0007360458,0.0003825738,0.0007028249,0.0007457533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002265629,0.002124509,0.01879233,0.0008678437,0.00004715607,0.02239423,0.9033599,0.0001628597,0.002237099,0.002495568,0.001550835,0.04574118],"study_design_scores_gemma":[0.00004589362,0.001720444,0.007670366,0.0008001009,0.00006248845,0.008294041,0.9506152,0.0004690681,0.001610997,0.0008813377,0.02777342,0.00005665489],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869035,0.001162525,0.003635347,0.002382374,0.00007059405,0.001281515,0.0001096137,0.00001947918,0.004434958],"genre_scores_gemma":[0.9749928,0.004531316,0.01065794,0.001717439,0.00009935666,0.002099426,0.00008975742,0.00004369178,0.005768199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01137225,"threshold_uncertainty_score":0.06014293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04609690250237248,"score_gpt":0.3885179009807518,"score_spread":0.3424209984783794,"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."}}