{"id":"W3138454372","doi":"10.26685/urncst.220","title":"The Efficacy of mHealth Interventions in Treatment of Gestational Diabetes Mellitus: A Research Protocol","year":2021,"lang":"en","type":"article","venue":"Undergraduate Research in Natural and Clinical Science and Technology (URNCST) Journal","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Glycemic; Gestational diabetes; Pregnancy; Psychological intervention; Obstetrics; Population; Prenatal care; Diabetes mellitus; Gestation; Endocrinology; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.037905,0.003300855,0.006105963,0.002580001,0.004230185,0.002909099,0.00347584,0.005109871,0.04227588],"category_scores_gemma":[0.03869905,0.00242751,0.00484003,0.002666254,0.002440563,0.002739666,0.002612503,0.006399202,0.007286977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006387491,"about_ca_system_score_gemma":0.02757162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002653632,"about_ca_topic_score_gemma":0.003977238,"domain_scores_codex":[0.9750113,0.01395258,0.004811696,0.001499505,0.002758793,0.001966138],"domain_scores_gemma":[0.9734847,0.009719335,0.004946757,0.002683941,0.006629231,0.002535927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.6132835,0.1241652,0.006664262,0.04103615,0.002108618,0.0003990146,0.003266141,0.003635707,0.002044865,0.005239014,0.02062023,0.1775373],"study_design_scores_gemma":[0.714579,0.1756574,0.02940233,0.01272489,0.001877916,0.0001092019,0.002350662,0.003832791,0.002402148,0.003468526,0.0532822,0.0003129225],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.005121363,0.000117632,0.0005264605,0.0001155499,0.00008081328,0.9925012,0.0007618337,0.00003367305,0.0007415084],"genre_scores_gemma":[0.002114066,0.00007553996,0.001008172,0.00004971349,0.00001616584,0.9964755,0.0001002403,0.000001738706,0.0001588486],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.04227588,"threshold_uncertainty_score":0.2004632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2502859287042493,"score_gpt":0.6111889485524054,"score_spread":0.3609030198481561,"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."}}