{"id":"W2946296052","doi":"10.2196/13569","title":"Understanding Pregnancy and Postpartum Health Using Ecological Momentary Assessment and Mobile Technology: Protocol for the Postpartum Mothers Mobile Study","year":2019,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health","keywords":"Psychosocial; Pregnancy; Postpartum period; Focus group; Medicine; Gestational diabetes; Data collection; Psychology; Gerontology; Psychiatry; Business","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":[0.03030823,0.003074822,0.003026187,0.002747614,0.004836111,0.002398091,0.002711638,0.00354027,0.06955884],"category_scores_gemma":[0.02628536,0.003053845,0.003028227,0.002835175,0.001977503,0.00216628,0.002672748,0.006802594,0.01603815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005659721,"about_ca_system_score_gemma":0.02174147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007973396,"about_ca_topic_score_gemma":0.0136565,"domain_scores_codex":[0.9869241,0.007789965,0.002184671,0.0009560811,0.0009568419,0.00118832],"domain_scores_gemma":[0.9871756,0.00375872,0.001433523,0.001892848,0.004538416,0.001200872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.07777233,0.03191582,0.01100846,0.05227875,0.0009780523,0.003031159,0.01545365,0.01188343,0.008460641,0.02537113,0.425314,0.3365325],"study_design_scores_gemma":[0.09732828,0.01894253,0.04440985,0.03044472,0.0006566442,0.0009351404,0.008016897,0.006531884,0.005576328,0.02395974,0.7622549,0.0009431774],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001232903,0.0001357851,0.002854805,0.0003499538,0.0001872219,0.9899316,0.003850206,0.00008279733,0.001374697],"genre_scores_gemma":[0.0004284203,0.00006471203,0.00203021,0.00008101873,0.00001278475,0.9969868,0.0002136258,0.000003683713,0.0001788076],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.06955884,"threshold_uncertainty_score":0.2326975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3762328847573574,"score_gpt":0.578258025215879,"score_spread":0.2020251404585215,"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."}}