{"id":"W4239745479","doi":"10.2196/33625","title":"OptimalMe Intervention for Healthy Preconception, Pregnancy, and Postpartum Lifestyles: Protocol for a Randomized Controlled Implementation Effectiveness Feasibility Trial","year":2022,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Health coaching; Psychological intervention; Randomized controlled trial; Coaching; Health literacy; Population; Reproductive health; Pregnancy; Nursing; Health care; Intervention (counseling); Family medicine; Psychology; Environmental health","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":[0.04203343,0.006613896,0.01082675,0.00295184,0.004121343,0.004209437,0.004026894,0.006994171,0.08308921],"category_scores_gemma":[0.03300013,0.003933161,0.004541859,0.0035024,0.003795579,0.00449284,0.003207686,0.009112182,0.01269707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005300894,"about_ca_system_score_gemma":0.01944536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003535881,"about_ca_topic_score_gemma":0.004775601,"domain_scores_codex":[0.9725772,0.01695984,0.002683153,0.002048179,0.002765136,0.002966362],"domain_scores_gemma":[0.9867823,0.003958266,0.002623521,0.00173882,0.002851606,0.002045501],"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":[0.8460881,0.03837146,0.001255874,0.01993438,0.001913099,0.0002612353,0.0008707278,0.002635631,0.001931431,0.005207926,0.02175586,0.05977421],"study_design_scores_gemma":[0.9263818,0.03579472,0.002609553,0.003090303,0.0006802331,0.00005390535,0.0002318003,0.001971515,0.0008002541,0.002750395,0.02550872,0.0001267327],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0008473116,0.00005848223,0.0006256269,0.00006756081,0.00007871092,0.9976181,0.0004269352,0.00004136563,0.0002358268],"genre_scores_gemma":[0.0006991526,0.00003671158,0.0008730291,0.00004300073,0.00001245421,0.9981595,0.00004869314,0.000002159631,0.0001251772],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.08308921,"threshold_uncertainty_score":0.2779611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2069123538323398,"score_gpt":0.5998967774940732,"score_spread":0.3929844236617334,"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."}}