{"id":"W2980965102","doi":"10.2196/13661","title":"Understanding the Adoption and Diffusion of a Telemonitoring Solution in Gestational Diabetes Mellitus: Qualitative Study","year":2019,"lang":"en","type":"article","venue":"JMIR Diabetes","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Telemedicine; Gestational diabetes; Thematic analysis; Qualitative research; Health care; Medicine; Context (archaeology); Diffusion of innovations; Nursing; Diabetes mellitus; Health technology; Knowledge management; Family medicine; Pregnancy; Business; Computer science; Marketing","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007759274,0.0001114575,0.0002109199,0.0002379763,0.00006378727,0.00002551451,0.00006025746,0.0000349432,0.00002989722],"category_scores_gemma":[0.00007995593,0.00008138338,0.00003666663,0.0002849573,0.00007983938,0.0001613747,0.00007211725,0.0001428195,0.000008721246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001507805,"about_ca_system_score_gemma":0.00003157351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001383589,"about_ca_topic_score_gemma":0.0000102502,"domain_scores_codex":[0.9985685,0.0002000361,0.0002608453,0.0002135933,0.0004846959,0.0002722811],"domain_scores_gemma":[0.9990817,0.0005389121,0.00009201155,0.0001411985,0.00008772097,0.00005841535],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005685964,0.0005090456,0.9626216,0.0005101688,0.00009566993,0.000001007406,0.0192788,0.00003712128,0.01180312,0.002359399,0.00005848787,0.002668712],"study_design_scores_gemma":[0.001581927,0.0007242389,0.9122174,0.0002111108,0.00002541393,7.355065e-8,0.07955959,0.002973081,0.0003475956,0.002214427,0.00005331296,0.00009182575],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970672,0.000313977,0.0000501125,0.0006554564,0.0000722938,0.001575414,0.000007279007,0.00001568527,0.0002425543],"genre_scores_gemma":[0.9993776,0.000070002,0.0001644731,0.0000369571,0.00004843242,0.0001739876,0.00003223598,0.00001140981,0.00008487999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06028078,"threshold_uncertainty_score":0.3318718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06297772953085028,"score_gpt":0.35270457888617,"score_spread":0.2897268493553197,"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."}}