{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.01940913,0.0005131749,0.003741111,0.0004419573,0.0008483111,0.000184275,0.0003206972,0.0003503677,0.00006433113],"category_scores_gemma":[0.001060068,0.0003266815,0.0008060016,0.0010082,0.0001977065,0.0004853711,0.0002107019,0.001123164,0.0001920488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002344589,"about_ca_system_score_gemma":0.002918373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002455938,"about_ca_topic_score_gemma":0.0004517981,"domain_scores_codex":[0.9818757,0.01027668,0.002407573,0.0009937583,0.002444198,0.002002063],"domain_scores_gemma":[0.9949553,0.001047342,0.0007950693,0.001209653,0.0009297791,0.00106284],"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":[0.9592485,0.0007463842,0.0009424972,0.006740363,0.00008813621,0.000007924142,0.00735057,2.17667e-7,0.0001085008,0.0003727356,0.005736599,0.01865752],"study_design_scores_gemma":[0.8171324,0.006718279,0.0003788521,0.008769177,0.00001688893,0.00000341871,0.0006064557,0.0001084981,0.0003821501,0.00001276441,0.1656171,0.0002540906],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.008093519,0.0001076601,0.00002099926,0.002020132,0.0005384722,0.9872106,0.00006454271,0.0001361758,0.001807942],"genre_scores_gemma":[0.03138541,0.00001913226,0.0001989075,0.0007259857,0.01180198,0.9554239,0.00006461683,0.00009907185,0.0002810201],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1598805,"threshold_uncertainty_score":0.9999185,"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."}}