{"id":"W2104106148","doi":"10.2196/resprot.2768","title":"Low-Intensity Self-Management Intervention for Persons With Type 2 Diabetes Using a Mobile Phone-Based Diabetes Diary, With and Without Health Counseling and Motivational Interviewing: Protocol for a Randomized Controlled Trial","year":2013,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Akershus Universitetssykehus; Diabetesforbundet; Norges Forskningsråd; Høgskolen i Oslo og Akershus","keywords":"Randomized controlled trial; Motivational interviewing; Type 2 diabetes; Medicine; Intervention (counseling); Mobile phone; Physical therapy; Diabetes mellitus; Family medicine; Psychology; Nursing; Computer science","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":[0.02778883,0.004618045,0.01092798,0.002844255,0.002938416,0.003487238,0.003105856,0.006570973,0.04348211],"category_scores_gemma":[0.02202721,0.002506431,0.004712674,0.00320372,0.002704477,0.002314818,0.001955586,0.004926892,0.006039879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004072023,"about_ca_system_score_gemma":0.01340378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002630428,"about_ca_topic_score_gemma":0.003771993,"domain_scores_codex":[0.9803054,0.01196973,0.002368979,0.001453885,0.002123197,0.001778824],"domain_scores_gemma":[0.9905228,0.003237589,0.001943609,0.001190062,0.001764486,0.001341536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8653573,0.03707198,0.001000587,0.0280311,0.002883515,0.0001991173,0.0004886399,0.001780976,0.002287739,0.002212887,0.008066336,0.05061981],"study_design_scores_gemma":[0.9561641,0.02948149,0.001353832,0.00173919,0.0008793021,0.00002933417,0.000106067,0.0009587105,0.0005724853,0.0006631658,0.007982286,0.00007002526],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.003404943,0.0002182606,0.0009929609,0.00008365278,0.0001874469,0.9940668,0.0006139673,0.00006847866,0.0003634345],"genre_scores_gemma":[0.00216876,0.0001029315,0.001414142,0.00006374012,0.00002603451,0.9959911,0.0000681644,0.000002697881,0.0001623973],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.04348211,"threshold_uncertainty_score":0.1469632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1384116923418529,"score_gpt":0.5368110879270453,"score_spread":0.3983993955851925,"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."}}