{"id":"W2980599324","doi":"10.2196/14619","title":"A Short Message Service Intervention to Support Adherence to Home-Based Strengthening Exercise for People With Knee Osteoarthritis: Intervention Design Applying the Behavior Change Wheel","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Behavior change methods; Behavior change; Physical therapy; Short Message Service; Medicine; Intervention (counseling); Osteoarthritis; Goal setting; Physical medicine and rehabilitation; Psychology; Nursing; Computer science; Alternative 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":[0.002445155,0.001062927,0.001588617,0.001556501,0.001004489,0.0005004682,0.0009757325,0.001211245,0.01004711],"category_scores_gemma":[0.002484793,0.0006252227,0.001469342,0.0007092049,0.0006040751,0.0005303389,0.001625262,0.001356501,0.0007555363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001285769,"about_ca_system_score_gemma":0.003306143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002414839,"about_ca_topic_score_gemma":0.00314532,"domain_scores_codex":[0.9984169,0.0007756329,0.0001592358,0.0001612929,0.0001827749,0.0003040764],"domain_scores_gemma":[0.9989846,0.0004276766,0.0001451613,0.00005528999,0.0001086851,0.0002785194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.1007318,0.3670999,0.006522004,0.008373891,0.0009370145,0.0002855115,0.002508827,0.003958735,0.01422774,0.002300512,0.004344592,0.4887094],"study_design_scores_gemma":[0.3104539,0.6106173,0.04886927,0.0006102817,0.001822943,0.00007808155,0.001136559,0.009794303,0.00476314,0.001524869,0.01022012,0.0001091156],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7941459,0.0004250782,0.01205695,0.0005740297,0.0004307547,0.188735,0.0009300323,0.0004059557,0.002296235],"genre_scores_gemma":[0.5008288,0.0007146667,0.05839919,0.0005747637,0.0002074882,0.4345207,0.0004870096,0.00002767395,0.004239697],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01004711,"threshold_uncertainty_score":0.03361094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1051531465251117,"score_gpt":0.4318466648938186,"score_spread":0.3266935183687069,"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."}}