{"id":"W3024473986","doi":"10.2196/17189","title":"Acceptability of the Pregnancy, Exercise, and Nutrition Research Study With Smartphone App Support (PEARS) and the Use of Mobile Health in a Mixed Lifestyle Intervention by Pregnant Obese and Overweight Women: Secondary Analysis of a Randomized Controlled Trial","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development","keywords":"Medicine; Overweight; mHealth; Psychological intervention; Body mass index; Pregnancy; Randomized controlled trial; Physical therapy; Gerontology; Nursing; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01368685,0.001275827,0.003423844,0.0009512604,0.0006421069,0.001238207,0.0008472371,0.001734357,0.004667417],"category_scores_gemma":[0.02397461,0.0008906196,0.005003844,0.001116518,0.001200891,0.001307977,0.001220723,0.002298797,0.0003903184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008866206,"about_ca_system_score_gemma":0.002375629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00148215,"about_ca_topic_score_gemma":0.00172334,"domain_scores_codex":[0.983752,0.01149515,0.001986154,0.001025193,0.001297846,0.000443694],"domain_scores_gemma":[0.9884892,0.005304943,0.003237526,0.0008371826,0.001125662,0.001005394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.8952017,0.01837797,0.01220808,0.009775087,0.01254434,0.00009555124,0.0006598747,0.0002646941,0.001163844,0.0001586112,0.0008830407,0.04866724],"study_design_scores_gemma":[0.7609594,0.1835018,0.04154903,0.001119691,0.009495432,0.00006517575,0.0003382889,0.0005306111,0.000653212,0.0002229437,0.001500839,0.00006360842],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9451415,0.006035199,0.001420456,0.0007330823,0.0004185391,0.04229994,0.001607174,0.0001024881,0.00224154],"genre_scores_gemma":[0.9198362,0.003214239,0.004795249,0.0006695304,0.0004390653,0.06940506,0.0008114192,0.00002358375,0.0008057837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01368685,"threshold_uncertainty_score":0.07238382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04003697387425977,"score_gpt":0.3723251365412227,"score_spread":0.332288162666963,"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."}}