{"id":"W4409273253","doi":"10.2196/38657","title":"Developing Balanced Quality Indicators for Monitoring Virtual Care in Ambulatory Care Environments: Modified Delphi Panel Process","year":2025,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Public Health Ontario; Women's College Hospital; Discovery Centre; Dalhousie University","funders":"","keywords":"Preprint; Delphi method; Quality (philosophy); Process (computing); Delphi; Computer science; Process management; Nursing; Medicine; Business; World Wide Web; Operating system","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2587747,0.001977501,0.001360046,0.006600875,0.006313539,0.004308426,0.004579528,0.002896321,0.009979475],"category_scores_gemma":[0.1904073,0.001663223,0.002447953,0.003873758,0.004928358,0.005754225,0.01779639,0.005253065,0.002380719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01367267,"about_ca_system_score_gemma":0.04026725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008657493,"about_ca_topic_score_gemma":0.01230726,"domain_scores_codex":[0.8074156,0.1545881,0.01184619,0.006025315,0.01256677,0.007558091],"domain_scores_gemma":[0.8259622,0.08896997,0.008509765,0.009353795,0.06071983,0.006484451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.002906865,0.001795147,0.01469541,0.008569349,0.0002993312,0.002264752,0.4928215,0.01256815,0.01921371,0.03203827,0.04745878,0.3653687],"study_design_scores_gemma":[0.001894374,0.005394661,0.04395933,0.01324217,0.0003876714,0.001242112,0.4732047,0.0546951,0.01920158,0.09238014,0.2929709,0.001427331],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2311491,0.001128619,0.3685914,0.01757024,0.001078835,0.3467428,0.001872457,0.0005718453,0.03129474],"genre_scores_gemma":[0.2659615,0.00103614,0.509251,0.003471988,0.0002070664,0.2145421,0.0009324268,0.0001317266,0.004466115],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2587747,"threshold_uncertainty_score":0.9140628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1666935974242734,"score_gpt":0.5286318328983404,"score_spread":0.3619382354740669,"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."}}