{"id":"W4389982233","doi":"10.2196/51691","title":"Baseline Perceptions of Women With Gestational Diabetes Mellitus and Health Care Professionals About Digital Gestational Diabetes Mellitus Self-Management Health Care Technologies: Interview Study Among Patients and Health Care Professionals","year":2023,"lang":"en","type":"article","venue":"JMIR Human Factors","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Engineering and Physical Sciences Research Council","keywords":"Gestational diabetes; Thematic analysis; Medicine; mHealth; Digital health; Qualitative research; Health care; Pregnancy; Nursing; eHealth; Family medicine; Obstetrics; Psychological intervention; Gestation","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":[0.002874196,0.0002482973,0.0004213178,0.0008320517,0.002111202,0.001409508,0.0003281691,0.0008210967,0.002628687],"category_scores_gemma":[0.007776723,0.0005461102,0.00047502,0.0007472906,0.0009620003,0.001106666,0.001904538,0.001467562,0.000367806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00178183,"about_ca_system_score_gemma":0.001864647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009690472,"about_ca_topic_score_gemma":0.01179229,"domain_scores_codex":[0.9984362,0.0006391416,0.0001452871,0.0001365117,0.0001662186,0.0004766305],"domain_scores_gemma":[0.9967405,0.001643398,0.0005863545,0.00006960228,0.0004818664,0.000478241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002360312,0.000609753,0.3241655,0.0003303785,0.0000265427,0.0008360004,0.6582985,0.00004091812,0.001485919,0.0002260407,0.0008218225,0.01292251],"study_design_scores_gemma":[0.00002412749,0.0005364815,0.1280317,0.0001363551,0.00001793733,0.0004072374,0.8669375,0.0001084233,0.0002606117,0.00006442882,0.003452981,0.00002219305],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984854,0.0001358099,0.0001286254,0.0002392639,0.000005665522,0.0001174422,0.0001240016,0.000001584715,0.0007622755],"genre_scores_gemma":[0.9971991,0.000477685,0.0003777704,0.0005595094,0.000010511,0.0004342438,0.0001379355,0.000002994081,0.0008004114],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009690472,"threshold_uncertainty_score":0.0192681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02446053735710416,"score_gpt":0.3570657777678016,"score_spread":0.3326052404106974,"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."}}