{"id":"W2933849486","doi":"10.2196/11590","title":"Experiences of Patients With a Diabetes Self-Care App Developed Based on the Information-Motivation-Behavioral Skills Model: Before-and-After Study","year":2019,"lang":"en","type":"article","venue":"JMIR Diabetes","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Research Foundation of Korea; National Research Foundation","keywords":"Mobile apps; Mobile phone; Diabetes mellitus; Psychology; Self care; Process (computing); Physical activity; Phone; Applied psychology; Medicine; Gerontology; Internet privacy; Computer science; Physical therapy; Health care; World Wide Web; Endocrinology","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":[0.004036201,0.0007127784,0.001554086,0.001080968,0.002826064,0.001737708,0.0006884292,0.00148142,0.002811217],"category_scores_gemma":[0.01120872,0.0007351306,0.00188956,0.0006677188,0.001137277,0.001614874,0.002230512,0.003218206,0.0005952456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001756431,"about_ca_system_score_gemma":0.001989385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003356087,"about_ca_topic_score_gemma":0.006464733,"domain_scores_codex":[0.9975467,0.0008603116,0.0002630768,0.000317468,0.0004334802,0.0005789539],"domain_scores_gemma":[0.9942976,0.002062008,0.0008124081,0.0003459993,0.001045783,0.001436214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00572805,0.1192468,0.4842575,0.002166611,0.0006305454,0.002701168,0.2217847,0.0003204257,0.003137677,0.0003236927,0.004339357,0.1553635],"study_design_scores_gemma":[0.002265674,0.07309445,0.7335927,0.0007089711,0.001039941,0.001368461,0.168613,0.0009512939,0.003547087,0.0003196685,0.01404018,0.0004585511],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981353,0.0001697809,0.0001209588,0.0001440373,0.00002637168,0.0005963264,0.0001390752,0.00000999716,0.0006580622],"genre_scores_gemma":[0.9958852,0.000318782,0.0007024978,0.000362994,0.00004087162,0.001323724,0.0001873476,0.000008447674,0.001170207],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004036201,"threshold_uncertainty_score":0.02134573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01128719345053474,"score_gpt":0.3230483268483723,"score_spread":0.3117611333978375,"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."}}