{"id":"W3199320707","doi":"10.2196/31611","title":"The Efficacy of a Personalized mHealth Coaching Program During Pregnancy on Maternal Diet, Supplement Use, and Physical Activity: Protocol for a Parallel-Group Randomized Controlled Trial","year":2021,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"mHealth; Medicine; Randomized controlled trial; Health coaching; Motivational interviewing; Coaching; Pregnancy; Behavior change; Usability; Protocol (science); Family medicine; Intervention (counseling); Physical therapy; Psychological intervention; Nursing; Alternative medicine; Psychology","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":[0.02386557,0.005621052,0.01321707,0.002792656,0.00383725,0.004128334,0.003608501,0.006990841,0.04978834],"category_scores_gemma":[0.02096848,0.003465513,0.005859011,0.003156314,0.003510264,0.00339787,0.002071057,0.008717843,0.009027089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004986165,"about_ca_system_score_gemma":0.01500084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003547102,"about_ca_topic_score_gemma":0.005655694,"domain_scores_codex":[0.9844291,0.007494506,0.002177385,0.00153311,0.002326357,0.002039462],"domain_scores_gemma":[0.9906023,0.002294071,0.001978246,0.001076928,0.002556016,0.001492445],"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":[0.8812853,0.04451429,0.0007880044,0.01890488,0.002149802,0.0002183793,0.0005219703,0.002211174,0.002347676,0.002414594,0.008876272,0.0357677],"study_design_scores_gemma":[0.9425577,0.03661595,0.001833062,0.00164983,0.0008249481,0.00003249455,0.0001267846,0.001556222,0.0007179629,0.001132806,0.01286129,0.00009090605],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001758945,0.0001222636,0.0005249634,0.00007117686,0.0001414125,0.9966741,0.000360263,0.00005348866,0.0002934675],"genre_scores_gemma":[0.001480967,0.00009276578,0.0010358,0.00006516377,0.00002714032,0.9970149,0.00005271233,0.000003083879,0.0002274428],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.04978834,"threshold_uncertainty_score":0.1665586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1666758669522941,"score_gpt":0.539649599603584,"score_spread":0.3729737326512899,"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."}}