{"id":"W4310051097","doi":"10.1186/s12875-022-01902-9","title":"Virtual family physician care during COVID-19: a mixed methods study using health administrative data and qualitative interviews","year":2022,"lang":"en","type":"article","venue":"BMC Primary Care","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Qualitative research; 2019-20 coronavirus outbreak; Health care; Qualitative property; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Nursing; Family medicine; Medicine; Computer science; Political science; Virology; Sociology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001482545,0.0002596272,0.0006850713,0.0002027277,0.0008060849,0.00002214387,0.0002507581,0.00002869519,0.00003146789],"category_scores_gemma":[0.0002044918,0.0002518689,0.00005792965,0.0003957865,0.00007743118,0.0001805975,0.000842169,0.000381164,8.384008e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001776448,"about_ca_system_score_gemma":0.002478561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009999515,"about_ca_topic_score_gemma":0.0005830725,"domain_scores_codex":[0.9946352,0.003000604,0.0007113435,0.0007460734,0.000528665,0.0003780649],"domain_scores_gemma":[0.9979749,0.0003635641,0.0003964994,0.0007177105,0.0001191646,0.0004281115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0009629235,0.0004040294,0.009351728,0.004114335,0.000169241,0.00008157199,0.831764,0.00001232954,0.001037531,0.00003556376,0.001796079,0.1502707],"study_design_scores_gemma":[0.004709867,0.004390382,0.04640202,0.00006378502,0.0001655063,0.00003736545,0.9382872,0.00005723325,0.00005516681,0.00001084067,0.005621146,0.0001994737],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9825924,0.00584771,0.006335918,0.0005400575,0.0002956075,0.002771584,0.001331809,0.00009163315,0.0001932489],"genre_scores_gemma":[0.9606982,0.00003486287,0.02275329,0.01224318,0.0001854392,0.0002035686,0.003814955,0.00004386663,0.00002268234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1500712,"threshold_uncertainty_score":0.9999934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2765323444986855,"score_gpt":0.5486229568681744,"score_spread":0.2720906123694889,"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."}}