{"id":"W3165983116","doi":"10.2196/28600","title":"Optimizing the Periconception Lifestyle of Women With Overweight Using a Blended Personalized Care Intervention Combining eHealth and Face-to-face Counseling (eFUSE): Protocol for a Randomized Controlled Trial","year":2021,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; eHealth; Randomized controlled trial; Overweight; Psychological intervention; Pregnancy; Referral; mHealth; Physical therapy; Family medicine; Health care; Obesity; Nursing","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":[0.02053018,0.005001831,0.01095141,0.002386149,0.003080327,0.003596378,0.003132523,0.005828731,0.0579018],"category_scores_gemma":[0.01883788,0.002565946,0.005904356,0.002906698,0.002720648,0.003170604,0.002023053,0.006598434,0.007611508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004589108,"about_ca_system_score_gemma":0.01377629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003134375,"about_ca_topic_score_gemma":0.005254889,"domain_scores_codex":[0.9885357,0.006315577,0.001430966,0.000996601,0.001286538,0.001434676],"domain_scores_gemma":[0.9928553,0.001833545,0.00166875,0.0007257586,0.001775996,0.001140772],"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":[0.8858113,0.02121186,0.0008933101,0.03099744,0.002934801,0.0002074837,0.0004785472,0.001643022,0.001984371,0.002501781,0.01078135,0.04055474],"study_design_scores_gemma":[0.9591917,0.01974788,0.001417313,0.003479237,0.001131627,0.00003373275,0.000122158,0.00138842,0.0005607997,0.00121539,0.01163124,0.00008064017],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001499841,0.0001936485,0.0005051139,0.0000940583,0.0001443645,0.9967868,0.0004281861,0.00004279524,0.0003051246],"genre_scores_gemma":[0.001496551,0.0001131597,0.0008784712,0.00007803161,0.00002368443,0.9971635,0.00006034665,0.000002313368,0.0001839685],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.0579018,"threshold_uncertainty_score":0.1937008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09491436636706455,"score_gpt":0.4969923252312857,"score_spread":0.4020779588642212,"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."}}