{"id":"W4313419895","doi":"10.1016/j.jcjd.2022.12.002","title":"An Evaluation of Virtual Care for Gestational Diabetes Using the Quadruple Aim Framework: Assessment of Patient and Provider Experience, Cost, and Clinical Outcomes","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre; Kingston Health Sciences Centre; Health Sciences Centre; Queen's University","funders":"Sunnybrook Research Institute","keywords":"Medicine; Patient satisfaction; Gestational diabetes; Context (archaeology); Workload; Family medicine; Health care; Pregnancy; Nursing; Gestation","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":[0.01937668,0.0005898055,0.0007932236,0.001422915,0.00112043,0.002181748,0.00164102,0.0006699798,0.003614064],"category_scores_gemma":[0.0372549,0.0003570409,0.001701966,0.001177111,0.0008335916,0.001888419,0.004649965,0.001404293,0.0003003608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00553511,"about_ca_system_score_gemma":0.008855224,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01929295,"about_ca_topic_score_gemma":0.0231584,"domain_scores_codex":[0.9817468,0.01359631,0.0007422265,0.0006216255,0.002295363,0.0009977367],"domain_scores_gemma":[0.9667271,0.02079275,0.003526004,0.001521369,0.002952366,0.004480443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0299721,0.0658308,0.4203281,0.002702625,0.002343671,0.0004291188,0.01452977,0.01868806,0.00147742,0.006818561,0.009203318,0.4276765],"study_design_scores_gemma":[0.01017561,0.1059385,0.7406814,0.002349947,0.001874261,0.000447618,0.02181698,0.09792918,0.002656432,0.00353335,0.01207144,0.0005253056],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940888,0.0001359726,0.001271116,0.0004385897,0.00003098813,0.001009807,0.0008519814,0.00005784168,0.002115005],"genre_scores_gemma":[0.9851843,0.0001640616,0.01145222,0.000186638,0.00001960346,0.00165977,0.000924375,0.00002244399,0.0003864713],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.980707,"threshold_uncertainty_score":0.1024749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07968327815134754,"score_gpt":0.4419520752928519,"score_spread":0.3622687971415043,"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."}}