{"id":"W4386934819","doi":"10.1038/s41598-023-43064-3","title":"The COVID-19 pandemic did not negatively impact frequency or continuity of outpatient care in Alberta, Canada","year":2023,"lang":"en","type":"article","venue":"Scientific Reports","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; Canadian Patient Safety Institute; University of Alberta","funders":"Government of Alberta; Alberta Health Services","keywords":"Medicine; Pandemic; Coronavirus disease 2019 (COVID-19); Ambulatory; Ambulatory care; Population; Retrospective cohort study; Cohort; Continuity of care; Demography; Family medicine; Internal medicine; Health care; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.001391491,0.0003713061,0.0004135763,0.0007514993,0.002532648,0.001640713,0.001610594,0.0006162793,0.00226696],"category_scores_gemma":[0.004749124,0.0003500895,0.0007015718,0.001891686,0.0009794884,0.0004922281,0.001082042,0.001023683,0.0001922308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04040898,"about_ca_system_score_gemma":0.05332816,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9959417,"about_ca_topic_score_gemma":0.9973626,"domain_scores_codex":[0.9982386,0.0001867236,0.0000659787,0.0002068027,0.0005694893,0.0007324214],"domain_scores_gemma":[0.9967739,0.0001929834,0.0005269912,0.0001237695,0.001187634,0.001194712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002488687,0.00006316834,0.9899204,0.00002390921,0.0000709313,0.0001395847,0.0004504583,0.0002773357,0.000153633,0.0001765639,0.00248666,0.005988575],"study_design_scores_gemma":[0.00002382782,0.00004932816,0.9976184,0.00003547665,0.00002877813,0.00005953001,0.001016423,0.0003521572,0.00004024845,0.00003047861,0.0007330502,0.00001222596],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903548,0.0006184695,0.000159708,0.001220103,0.00005438119,0.00005971494,0.002881699,0.00003147249,0.004619495],"genre_scores_gemma":[0.996262,0.0004214535,0.0002307237,0.0004194167,0.00001973612,0.00001711648,0.001351385,0.00001271298,0.001265551],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04040898,"threshold_uncertainty_score":0.293189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07304834817173697,"score_gpt":0.3902064043451104,"score_spread":0.3171580561733734,"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."}}