{"id":"W4294496103","doi":"10.1016/j.jcjd.2022.08.001","title":"Patient-reported Benefits and Limitations of Mobile Health Technologies for Diabetes in Pregnancy: A Scoping Review","year":2022,"lang":"en","type":"review","venue":"Canadian Journal of Diabetes","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; Hamilton Health Sciences; Population Health Research Institute; McMaster University; McMaster University Medical Centre","funders":"Canadian Institutes of Health Research","keywords":"mHealth; Medicine; PsycINFO; MEDLINE; Psychosocial; Gestational diabetes; Thematic analysis; Health care; Telemedicine; Pregnancy; Modalities; Nursing; Family medicine; Qualitative research; Psychological intervention; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.006773622,0.001002356,0.004370155,0.004842607,0.00039307,0.002932939,0.001524812,0.002254556,0.004711582],"category_scores_gemma":[0.02679276,0.000716086,0.005360959,0.005460818,0.0007457571,0.001827334,0.001452057,0.001709925,0.0003250117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002167765,"about_ca_system_score_gemma":0.006072771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01138018,"about_ca_topic_score_gemma":0.02783198,"domain_scores_codex":[0.9969676,0.0008610398,0.0009854196,0.0002945127,0.0007574853,0.0001339034],"domain_scores_gemma":[0.9798682,0.0172598,0.001802276,0.0001199787,0.0008218587,0.00012784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003234193,0.00007201268,0.001560341,0.6490126,0.006449373,0.000118732,0.0003279508,0.0002431402,0.0001729794,0.000669584,0.004644752,0.3364051],"study_design_scores_gemma":[0.0002001619,0.0002144217,0.007049901,0.8976269,0.03258598,0.0005027706,0.0005880512,0.0001329882,0.0001728516,0.0006905305,0.06017108,0.00006433858],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002054905,0.9993781,0.00002720787,0.0001283358,0.0000395436,0.00001995533,0.00006301537,0.000001255576,0.0001369993],"genre_scores_gemma":[0.002223946,0.997355,0.0001194986,0.000169556,0.0000305377,0.00002733041,0.00003872857,9.376932e-7,0.00003442597],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01138018,"threshold_uncertainty_score":0.03582275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1162275809049851,"score_gpt":0.3538372449261935,"score_spread":0.2376096640212084,"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."}}