{"id":"W4309367579","doi":"10.46747/cfp.6811836","title":"Family physician practice patterns during COVID-19 and future intentions","year":2022,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; St Joseph's Health Centre","funders":"University of Toronto","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Data science; Computer science; Medicine; Bioinformatics; World Wide Web; Virology; Biology; Pathology; Infectious disease (medical specialty); Disease","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0005148275,0.000330982,0.0004613266,0.000413212,0.006494066,0.0000379263,0.0004310219,0.0001443657,0.00006186699],"category_scores_gemma":[0.00005943293,0.0003763049,0.0001387129,0.0006189349,0.00007805249,0.0004287582,0.0002970468,0.001635213,0.000152367],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.00444475,"about_ca_system_score_gemma":0.007868014,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07481102,"about_ca_topic_score_gemma":0.03881247,"domain_scores_codex":[0.9961996,0.0008171941,0.0005376375,0.0006211515,0.0005055053,0.001318925],"domain_scores_gemma":[0.9969523,0.0003640702,0.0003144915,0.0006459171,0.0001782534,0.001544976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002128449,0.0002371501,0.009784845,0.00152969,0.0003177047,0.0006522511,0.008758634,0.0000421648,0.002670894,0.01937794,0.9119422,0.04447368],"study_design_scores_gemma":[0.0008102142,0.00006654614,0.08361634,0.00002187892,0.00005986574,0.000002190641,0.06137604,0.000009225531,0.00000162026,0.0003860268,0.8533065,0.0003435891],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.2041267,0.004875164,0.00007058807,0.1430778,0.005937934,0.002592259,0.003527388,0.0004489139,0.6353433],"genre_scores_gemma":[0.1203414,0.0004022774,0.00006494969,0.8753187,0.0018855,0.0004697537,0.0002474393,0.00007970394,0.001190219],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.732241,"threshold_uncertainty_score":0.9998689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04487156775209734,"score_gpt":0.3666491984257909,"score_spread":0.3217776306736936,"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."}}