{"id":"W4280637326","doi":"10.1371/journal.pdig.0000029","title":"General practitioners’ perceptions of using virtual primary care during the COVID-19 pandemic: An international cross-sectional survey study","year":2022,"lang":"en","type":"article","venue":"PLOS Digital Health","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"Patient Safety Translational Research Centre; Imperial College London; National Institute for Health and Care Research","keywords":"Thematic analysis; Remuneration; Health care; Global Positioning System; Nursing; Flexibility (engineering); Videoconferencing; Strengths and weaknesses; Telemedicine; Business; Psychology; Medicine; Qualitative research; Computer science; Political science; Multimedia; Telecommunications","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006746328,0.0001206225,0.0002228944,0.0001834506,0.000833953,0.00004978504,0.0001454758,0.0000246175,0.0004101413],"category_scores_gemma":[0.0001658142,0.0001039186,0.0000534295,0.0002545473,0.00007934664,0.000457528,0.0001258849,0.0003278145,0.000002209094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002059168,"about_ca_system_score_gemma":0.001557008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001636275,"about_ca_topic_score_gemma":0.0003438907,"domain_scores_codex":[0.9976404,0.000286198,0.0006347098,0.0003065561,0.000879505,0.0002526704],"domain_scores_gemma":[0.998794,0.0001465369,0.0003280556,0.0002340167,0.0002164613,0.0002809684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004370223,0.000861784,0.9924681,0.000138052,0.00006305853,0.000006682842,0.004659943,0.0005800789,0.0001214228,0.00002050062,0.0000465477,0.0005968031],"study_design_scores_gemma":[0.002343042,0.001504,0.982712,0.000005505192,0.00001289677,0.0002854546,0.01247239,0.0001750717,0.000001557982,0.000008531105,0.0004011614,0.00007842156],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962415,0.00002610367,0.0001402895,0.0003078844,0.0002872789,0.001040572,0.001763709,0.00006758043,0.0001251296],"genre_scores_gemma":[0.9925503,0.00001296827,0.00008591457,0.00231088,0.0003360948,0.00008323674,0.004467895,0.00002274433,0.0001300356],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009756137,"threshold_uncertainty_score":0.6414176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1653389825893616,"score_gpt":0.4521093486357843,"score_spread":0.2867703660464227,"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."}}