{"id":"W4366336253","doi":"10.46747/cfp.6904e86","title":"Impact of virtual visits on primary care physician work flows","year":2023,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; North York General Hospital; Trillium Health Centre; Artificial Intelligence in Medicine (Canada); Women's College Hospital","funders":"","keywords":"Nonprobability sampling; Thematic analysis; Remuneration; Primary care; Medicine; Service (business); Nursing; Work (physics); Qualitative research; Medical education; Family medicine; Population","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.00578171,0.0002172781,0.000218053,0.0006895833,0.003532038,0.003151366,0.0007631483,0.0007275396,0.004093572],"category_scores_gemma":[0.02434335,0.0002595784,0.0003605974,0.0005777717,0.00314548,0.001505526,0.005464774,0.0009168211,0.0001738046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003273764,"about_ca_system_score_gemma":0.005254231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005274029,"about_ca_topic_score_gemma":0.006805724,"domain_scores_codex":[0.9860052,0.01138849,0.0003000418,0.000312976,0.0009629328,0.001030336],"domain_scores_gemma":[0.9647836,0.02665953,0.003996517,0.0007252833,0.0009182555,0.002916858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0004985186,0.0005425998,0.1452044,0.001262808,0.00006964453,0.003039541,0.7116012,0.001048566,0.001815455,0.005457325,0.004656535,0.1248033],"study_design_scores_gemma":[0.0001244014,0.001154277,0.1619778,0.001359642,0.00008403816,0.001809754,0.7903742,0.00132602,0.0006790684,0.002486356,0.03856585,0.00005850149],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869903,0.0003930019,0.001189593,0.002735959,0.00005004752,0.00008241839,0.00005560462,0.00003380583,0.008469438],"genre_scores_gemma":[0.9986559,0.0001776722,0.0004650418,0.0002486238,0.00002268025,0.00004606756,0.00001354186,0.000005305508,0.0003651593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00578171,"threshold_uncertainty_score":0.03057694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02587320326572298,"score_gpt":0.3101714607486588,"score_spread":0.2842982574829358,"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."}}