{"id":"W4297517637","doi":"10.36834/cmej.75439","title":"Virtual Care in CanMEDS 2025","year":2022,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; University of Saskatchewan; University of British Columbia Hospital; University of Ottawa; McMaster University; University of Toronto","funders":"Royal College of Physicians and Surgeons of Canada","keywords":"Computer science; World Wide Web; Data science","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":[0.006637399,0.0003323808,0.0001716928,0.001209374,0.002395463,0.006962303,0.001588799,0.002405164,0.1674791],"category_scores_gemma":[0.01364862,0.0002560799,0.0005386273,0.001198894,0.001386752,0.003439096,0.004893686,0.002427156,0.01535405],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006208087,"about_ca_system_score_gemma":0.02060737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04691613,"about_ca_topic_score_gemma":0.08738416,"domain_scores_codex":[0.9957744,0.001659845,0.0001477668,0.0001674175,0.001146412,0.001104071],"domain_scores_gemma":[0.9858926,0.002629843,0.0003700643,0.0007187516,0.00191005,0.008478644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001882604,0.0002417908,0.001744041,0.0001828407,0.00001135267,0.000234006,0.0005638956,0.0003152182,0.0001254629,0.05539515,0.8068544,0.1341435],"study_design_scores_gemma":[0.00004858948,0.00006191924,0.00333447,0.0003283478,0.000007003277,0.0001465171,0.0008612383,0.0006385733,0.0001384361,0.007002967,0.9874082,0.00002384376],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01618364,0.002952264,0.003888548,0.152419,0.01674041,0.0002955512,0.003901352,0.001906464,0.8017127],"genre_scores_gemma":[0.3896213,0.00412342,0.01575377,0.06841706,0.006798883,0.0006869815,0.009504329,0.0009138155,0.5041804],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9937919,"threshold_uncertainty_score":0.5602735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01525467573173562,"score_gpt":0.354424460588263,"score_spread":0.3391697848565274,"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."}}