{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009083312,0.0002576246,0.0004807231,0.0005896246,0.0001383879,0.00001212132,0.0001348621,0.00008719647,0.000008487316],"category_scores_gemma":[0.00001195691,0.0002387663,0.0002203232,0.001460845,0.00004434089,0.00008956889,0.0000182409,0.0002457479,0.0003498686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009002652,"about_ca_system_score_gemma":0.001418509,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008467552,"about_ca_topic_score_gemma":0.002160001,"domain_scores_codex":[0.9981594,0.00004158216,0.0003532436,0.0003371875,0.0003898198,0.0007187553],"domain_scores_gemma":[0.9985278,0.00006191927,0.000122048,0.0004459299,0.000158667,0.0006836785],"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":[0.0002398231,0.00009858221,0.01254542,0.0002575118,0.0002367146,0.0001527973,0.001537733,0.0001691657,0.006872118,0.0002500196,0.1509783,0.8266618],"study_design_scores_gemma":[0.001761853,0.001978701,0.9750724,0.0003763004,0.00009199283,5.398473e-7,0.002399529,0.00005265599,0.0003589648,0.00004277251,0.01761182,0.0002524637],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9379966,0.0001410134,0.000004546849,0.0003836339,0.0002565728,0.0006271118,0.0002966561,0.0001099265,0.06018398],"genre_scores_gemma":[0.9544245,0.00001983963,0.00003332732,0.04293374,0.0007649653,0.00003022182,0.001576539,0.00006114532,0.0001557064],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.962527,"threshold_uncertainty_score":0.9981351,"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."}}