{"id":"W4213024695","doi":"10.1093/jcag/gwab049.081","title":"A82 DELIVERY OF AMBULATORY CARE DURING THE COVID-19 PANDEMIC IN THE DIVISION OF DIGESTIVE CARE & ENDOSCOPY, HALIFAX, NS","year":2022,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Medicine; Ambulatory care; Pandemic; Health care; Ambulatory; Odds; Observational study; Descriptive statistics; Odds ratio; Family medicine; Logistic regression; Emergency medicine; Coronavirus disease 2019 (COVID-19); Medical emergency; Disease; Internal medicine; Statistics","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0005870613,0.0002301514,0.0002297795,0.0005709836,0.001287843,0.0008188534,0.0008078092,0.0003061333,0.00190613],"category_scores_gemma":[0.002206739,0.0002502061,0.0002854812,0.001471551,0.0007142595,0.0004461735,0.001153201,0.0008060514,0.0001243236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01647229,"about_ca_system_score_gemma":0.01492729,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8328996,"about_ca_topic_score_gemma":0.8776566,"domain_scores_codex":[0.998817,0.0001692629,0.00008141126,0.0002146325,0.0002688395,0.0004489098],"domain_scores_gemma":[0.9965468,0.0003659867,0.0012806,0.00007525988,0.0005468815,0.001184443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001496439,0.0001033884,0.9939898,0.00005139321,0.00002381747,0.0002193751,0.001200518,0.0001318015,0.0002179354,0.00005318576,0.0008658292,0.002993246],"study_design_scores_gemma":[0.000006095726,0.00007453679,0.9967253,0.00001667308,0.000004619393,0.00006479841,0.002553167,0.0001811278,0.00005848469,0.000007406265,0.000302974,0.000004750418],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977468,0.0001034962,0.00004350045,0.0002440065,0.000006201684,0.00003046742,0.00127476,0.000003846984,0.0005470086],"genre_scores_gemma":[0.9984036,0.0001139222,0.0001039747,0.0001318595,0.000007675379,0.00003727421,0.0007827361,0.000001516727,0.000417543],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1671004,"threshold_uncertainty_score":0.3361689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02994217512889015,"score_gpt":0.3183949235494928,"score_spread":0.2884527484206026,"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."}}