{"id":"W3047275309","doi":"10.7759/cureus.9573","title":"Revolution in UK General Practice Due to COVID-19 Pandemic: A Cross-Sectional Survey","year":2020,"lang":"en","type":"article","venue":"Cureus","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Pandemic; Quarter (Canadian coin); Cross-sectional study; Family medicine; Coronavirus disease 2019 (COVID-19); Computer-assisted web interviewing; Health care; Nursing; Medical emergency; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001046231,0.0001082707,0.0002080774,0.00007214098,0.00007556621,0.00001574487,0.00006706134,0.00008510637,0.0004941226],"category_scores_gemma":[0.007231072,0.0001042172,0.00003049649,0.0004412562,0.00002605736,0.0001320217,0.0000356305,0.0002317771,0.00008040049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000447104,"about_ca_system_score_gemma":0.0005229769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00546868,"about_ca_topic_score_gemma":0.002334392,"domain_scores_codex":[0.9984789,0.0001717317,0.0004429475,0.0003178287,0.0003205432,0.0002680308],"domain_scores_gemma":[0.9987584,0.0002814417,0.0001127184,0.0001440332,0.0001291379,0.0005742941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007410794,0.00005183825,0.9787055,0.0000550419,0.00001688011,0.00007324207,0.0006720859,0.00002795714,0.0006582009,0.00008426241,0.01816918,0.0007447858],"study_design_scores_gemma":[0.002133984,0.000490652,0.8945638,0.000006186877,0.0000128735,0.0002309631,0.0001158232,0.0002373465,0.00001629939,0.00003932537,0.1020662,0.00008653682],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9741298,0.0003843831,0.007976082,0.0157894,0.0003199541,0.0007748699,0.00006001956,0.00009400816,0.0004715097],"genre_scores_gemma":[0.9414608,0.00007649732,0.002225436,0.05481551,0.0008123155,0.00005057383,0.000404815,0.00001495458,0.0001390434],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08414163,"threshold_uncertainty_score":0.8656791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2041072113938915,"score_gpt":0.4759225271482731,"score_spread":0.2718153157543816,"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."}}