{"id":"W4406737337","doi":"10.46747/cfp.710131","title":"Primary care in the COVID-19 pandemic and beyond","year":2025,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Ontario Medical Association; CARE Canada; McMaster University; Women's College Hospital; Markham Stouffville Hospital; Queen's University; Public Health Ontario; Institut du Savoir Montfort; College of Family Physicians of Canada","funders":"Ontario Medical Association; Department of Family and Community Medicine, University of Toronto; McMaster University; Women's College Hospital; Queen's University; University of Toronto; University of Ottawa","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Primary care; Betacoronavirus; Coronavirus Infections; Computer science; Medicine; Data science; Virology; World Wide Web; Family medicine; Pathology; Outbreak; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009590561,0.0003562596,0.0007156309,0.001363533,0.005913246,0.006007168,0.00125548,0.003251635,0.005506837],"category_scores_gemma":[0.01872857,0.0004735364,0.0008363767,0.003876354,0.008059341,0.002872183,0.004060575,0.002725155,0.0003509935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09737141,"about_ca_system_score_gemma":0.2477993,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8820029,"about_ca_topic_score_gemma":0.9118756,"domain_scores_codex":[0.9886291,0.003475123,0.0004758924,0.0008601329,0.003299781,0.003259907],"domain_scores_gemma":[0.9783403,0.00707484,0.002254364,0.0007364795,0.005373033,0.006220962],"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":[0.0003534783,0.0001323282,0.09793289,0.01964247,0.0003935221,0.002706009,0.1235284,0.0007445842,0.001564589,0.07494355,0.3687231,0.3093351],"study_design_scores_gemma":[0.0001044794,0.0002559099,0.2656746,0.02435157,0.0001810922,0.000636773,0.05409301,0.0002298011,0.0002908553,0.007112017,0.6469739,0.00009601419],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.04995698,0.1974957,0.0006754717,0.6783242,0.003131334,0.0003526972,0.001632705,0.00007581279,0.06835506],"genre_scores_gemma":[0.7371687,0.1787269,0.002331934,0.06593299,0.002766184,0.0003626004,0.0009496898,0.00003965792,0.01172136],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.8820029,"threshold_uncertainty_score":0.7064824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05240716104335384,"score_gpt":0.3805846609256099,"score_spread":0.3281774998822561,"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."}}