{"id":"W2786177591","doi":"10.2196/resprot.8406","title":"Enhancing Lifestyle Change in Cardiac Patients Through the Do CHANGE System (“Do Cardiac Health: Advanced New Generation Ecosystem”): Randomized Controlled Trial Protocol","year":2018,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Commission","keywords":"Randomized controlled trial; Medicine; Protocol (science); Behavior change; Gerontology; Physical therapy; Alternative medicine; 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":[0.008732724,0.005806734,0.01103859,0.001592204,0.00261019,0.002947446,0.002870515,0.005947386,0.0616461],"category_scores_gemma":[0.009239602,0.002183442,0.004235292,0.002230232,0.002551639,0.002841168,0.001434458,0.006422775,0.007415418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002732666,"about_ca_system_score_gemma":0.008424174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002924219,"about_ca_topic_score_gemma":0.006203914,"domain_scores_codex":[0.9944285,0.002823746,0.0005534001,0.0007055546,0.0005501709,0.0009386258],"domain_scores_gemma":[0.9962499,0.0009086095,0.0009060975,0.0003749054,0.0007418507,0.0008185995],"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":[0.9591803,0.01038501,0.000507255,0.008775873,0.002035895,0.00008075211,0.0001239931,0.0004463046,0.0006967887,0.0009638788,0.007266236,0.009537733],"study_design_scores_gemma":[0.9840915,0.009289986,0.000684271,0.0006262831,0.0006598505,0.00001332178,0.00003328869,0.0004963048,0.0001493042,0.0005110462,0.003420115,0.00002472629],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0129921,0.001370293,0.001744475,0.0005574276,0.0008003839,0.9765037,0.003693614,0.0002393706,0.002098696],"genre_scores_gemma":[0.009351353,0.000399655,0.001800192,0.0003660305,0.0001164132,0.9864658,0.0003730844,0.000009788965,0.00111764],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.0616461,"threshold_uncertainty_score":0.2062268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1920837910860212,"score_gpt":0.5402378119654032,"score_spread":0.348154020879382,"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."}}