{"id":"W2971909610","doi":"10.2196/14491","title":"Development and Testing of a Personalized Web-Based Diet and Physical Activity Intervention Based on Motivational Interviewing and the Self-Determination Theory: Protocol for the MyLifestyleCoach Randomized Controlled Trial","year":2019,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Motivation and Self-Concept in Sports","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Motivational interviewing; Intervention (counseling); Randomized controlled trial; Protocol (science); Intervention mapping; Health promotion; Medicine; Overweight; Promotion (chess); Behavior change; Web application; Public health; Psychology; Gerontology; Physical therapy; Obesity; Computer science; Nursing; Alternative medicine; World Wide Web","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":[0.03279683,0.004717964,0.006912471,0.002432747,0.003047042,0.002495326,0.002703929,0.005137446,0.05807637],"category_scores_gemma":[0.02843374,0.003198158,0.003645447,0.002519095,0.002425109,0.002526303,0.001856448,0.005027161,0.01053787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002974474,"about_ca_system_score_gemma":0.01223733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002432292,"about_ca_topic_score_gemma":0.003051511,"domain_scores_codex":[0.9828462,0.01054639,0.001710981,0.001463979,0.001824707,0.00160773],"domain_scores_gemma":[0.9903036,0.00289765,0.001714483,0.001397841,0.002627153,0.001059319],"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":[0.732049,0.05701981,0.002106141,0.02428116,0.001808045,0.0003147178,0.001019771,0.004393506,0.003350139,0.006007915,0.03626448,0.1313851],"study_design_scores_gemma":[0.886737,0.05768812,0.0046812,0.003044106,0.0009571913,0.00006763433,0.0001948472,0.002849707,0.001778548,0.002873542,0.03895987,0.0001682543],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001887731,0.0001006547,0.001669089,0.00008737799,0.0001444665,0.9946408,0.000820083,0.00006113287,0.0005885444],"genre_scores_gemma":[0.001121491,0.00003513912,0.001556949,0.00005076481,0.00001492518,0.9969933,0.00007647098,0.000003112323,0.0001478306],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.05807637,"threshold_uncertainty_score":0.1942849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1573965938575847,"score_gpt":0.495818350468649,"score_spread":0.3384217566110643,"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."}}