{"id":"W4283764722","doi":"10.2196/38469","title":"Remotely Conducted App-Based Intervention for Cardiovascular Disease and Diabetes Risk Awareness and Prevention: Single-Group Feasibility Trial","year":2022,"lang":"en","type":"article","venue":"JMIR Human Factors","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Australian e-Health Research Centre; University of New South Wales; Commonwealth Scientific and Industrial Research Organisation","keywords":"Medicine; Psychological intervention; Thematic analysis; Descriptive statistics; Mobile apps; Population; mHealth; Usability; Disease; Diabetes mellitus; Family medicine; Gerontology; Physical therapy; Qualitative research; Nursing; World Wide Web; Computer science; Environmental health; 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":[0.006685991,0.002442122,0.003834607,0.0008921794,0.002043731,0.001952765,0.001934775,0.004474364,0.01309449],"category_scores_gemma":[0.008465104,0.001641583,0.00299778,0.00067002,0.002252468,0.002998791,0.002368608,0.003507445,0.002741437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001248438,"about_ca_system_score_gemma":0.003897998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002125851,"about_ca_topic_score_gemma":0.0027133,"domain_scores_codex":[0.9953678,0.002278489,0.0004126636,0.0008532896,0.0004163768,0.0006713611],"domain_scores_gemma":[0.9958312,0.001306139,0.0008202172,0.000568555,0.0004493198,0.001024643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.7742164,0.18458,0.002685221,0.002630686,0.001490773,0.000175801,0.0006578519,0.0003957105,0.001607385,0.0002193358,0.001513664,0.02982722],"study_design_scores_gemma":[0.777841,0.2137063,0.006313702,0.0002238948,0.0004288764,0.00003418346,0.0001419615,0.000269028,0.0001948979,0.0001938687,0.0006259588,0.00002615004],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8564691,0.001246883,0.00187196,0.0008347958,0.0008621731,0.1336074,0.001711296,0.0003374875,0.003059024],"genre_scores_gemma":[0.7442079,0.00105636,0.009302939,0.001323757,0.0007226208,0.2391728,0.0009626463,0.00004642363,0.003204579],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01309449,"threshold_uncertainty_score":0.04380542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1371746174286123,"score_gpt":0.4311465034007357,"score_spread":0.2939718859721234,"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."}}