{"id":"W4210797290","doi":"10.2196/preprints.12639","title":"Analysis of the Implementation, User Perspectives, and Feedback From a Mobile Health Intervention for Individuals Living With Hypertension (DREAM-GLOBAL): Mixed Methods Study (Preprint)","year":2018,"lang":"en","type":"preprint","venue":"","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"mHealth; Qualitative property; Medicine; Focus group; Psychological intervention; Health care; Mobile phone; Blood pressure; Community health; Indigenous; Computer science; Nursing; Business; Public health; Telecommunications; Political science","routes":{"ca_aff":false,"ca_fund":false,"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":[0.02069407,0.0007218912,0.0008588151,0.0008407019,0.002525978,0.001843723,0.001073071,0.001180194,0.002185893],"category_scores_gemma":[0.02551161,0.0007189374,0.000957781,0.0008993496,0.001128775,0.001288187,0.001823539,0.001051135,0.0004985727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002633477,"about_ca_system_score_gemma":0.004524702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01087659,"about_ca_topic_score_gemma":0.01959123,"domain_scores_codex":[0.9879547,0.008412763,0.0007837591,0.0008482377,0.001042562,0.0009580046],"domain_scores_gemma":[0.9787235,0.01340034,0.002142971,0.0009405045,0.003520932,0.001271788],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.003053203,0.01434968,0.1722682,0.004058852,0.0004280031,0.0007262125,0.6679121,0.0002400288,0.00504139,0.0003350727,0.00317088,0.1284164],"study_design_scores_gemma":[0.001169994,0.03497408,0.3880315,0.001422998,0.0004806608,0.0003529477,0.5574522,0.0007905153,0.005085708,0.0002662462,0.009724465,0.0002485759],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996511,0.0001315143,0.0006100409,0.0001627918,0.00001725962,0.001494932,0.0003016,0.00001306913,0.0007578142],"genre_scores_gemma":[0.9831813,0.000388651,0.005436634,0.0008846546,0.00004786143,0.007897791,0.000443868,0.00002496105,0.001694259],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02069407,"threshold_uncertainty_score":0.109442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05519987368107186,"score_gpt":0.4966198817856131,"score_spread":0.4414200081045412,"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."}}