{"id":"W4401432001","doi":"10.1136/bmjoq-2024-002898","title":"Implementing virtual primary care: experiences, perspectives and identification of improvement opportunities in an academic primary care setting","year":2024,"lang":"en","type":"article","venue":"BMJ Open Quality","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Healthcare Excellence Canada","keywords":"Triage; Work (physics); Medical education; Primary care; Identification (biology); Quality (philosophy); Pandemic; Nursing; Medicine; Coronavirus disease 2019 (COVID-19); Psychology; Family medicine; Medical emergency; Engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.002856738,0.0001569543,0.0003797534,0.0001909343,0.000132683,0.00008112863,0.0001660386,0.00007228323,0.00005393378],"category_scores_gemma":[0.00009292437,0.0001471196,0.0000359651,0.0001926291,0.0001073055,0.0007097656,0.0002788879,0.0002529155,7.704689e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004562374,"about_ca_system_score_gemma":0.0007995262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001118745,"about_ca_topic_score_gemma":0.0002047116,"domain_scores_codex":[0.9972414,0.0002260103,0.001272714,0.000474309,0.0004591402,0.0003264093],"domain_scores_gemma":[0.998911,0.0001107037,0.0003875473,0.0002837615,0.0001848066,0.0001221944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001620272,0.00004724573,0.03588653,0.0044472,0.00002795809,0.00001526614,0.3265345,3.101349e-7,0.01732695,0.001732566,0.0001166631,0.6137028],"study_design_scores_gemma":[0.001051777,0.0004786834,0.2505,0.0004369819,0.00004337733,0.000008733778,0.7430651,0.00002675591,0.003509621,0.00005512304,0.0006685925,0.0001551954],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924431,0.002395244,0.0001229695,0.001047781,0.000132724,0.002851162,0.00008911196,0.00004549636,0.0008724417],"genre_scores_gemma":[0.9969043,0.0001959187,0.0005040481,0.0005287312,0.0001634097,0.000597681,0.001004385,0.00001937424,0.00008210836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6135476,"threshold_uncertainty_score":0.5999365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1402082938827927,"score_gpt":0.4867263464300258,"score_spread":0.3465180525472331,"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."}}