{"id":"W4385079886","doi":"10.2196/preprints.49131","title":"Effects of the COVID-19 Pandemic on Primary Health Care for Chronic Conditions in Canada: Protocol for a Retrospective Pre-Post Study Using National Practice-Based Research Network Data (Preprint)","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Pandemic; Socioeconomic status; Health care; Family medicine; Retrospective cohort study; Population; Coronavirus disease 2019 (COVID-19); Primary care; Chronic care; Demography; Gerontology; Environmental health; Disease; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04646015,0.003086367,0.003825668,0.006724565,0.008308562,0.004995542,0.003685532,0.00300111,0.03282081],"category_scores_gemma":[0.03917084,0.003790688,0.005784298,0.009936484,0.003174488,0.002799532,0.003040858,0.003125539,0.006937275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04059313,"about_ca_system_score_gemma":0.121233,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3625871,"about_ca_topic_score_gemma":0.4764459,"domain_scores_codex":[0.9673719,0.0132533,0.007049659,0.002780509,0.006188516,0.003356194],"domain_scores_gemma":[0.9536677,0.004678141,0.006463363,0.005735404,0.02583961,0.00361577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.1790311,0.03426837,0.1979227,0.04756634,0.00419528,0.002548046,0.0113016,0.01194015,0.006285526,0.0134509,0.3183484,0.1731415],"study_design_scores_gemma":[0.0998004,0.03107351,0.5233895,0.0127785,0.001620423,0.0003123419,0.009739128,0.005539874,0.004167418,0.003319336,0.3071983,0.001061237],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.002611357,0.00009025493,0.0008328987,0.0001122443,0.00009765671,0.9852879,0.01005592,0.00003686913,0.0008749143],"genre_scores_gemma":[0.002915039,0.00008025801,0.002169423,0.0001986873,0.00003175224,0.992069,0.002169084,0.000006414848,0.00036038],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.6374129,"threshold_uncertainty_score":0.7209532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3341058503335029,"score_gpt":0.535529308388259,"score_spread":0.2014234580547561,"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."}}