{"id":"W4280596314","doi":"10.1002/lrh2.10316","title":"Creating a provincial post <scp>COVID</scp>‐19 interdisciplinary clinical care network as a learning health system during the pandemic: Integrating clinical care and research","year":2022,"lang":"en","type":"article","venue":"Learning Health Systems","topic":"Long-Term Effects of COVID-19","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Advancing Health Outcomes; Michael Smith Health Research BC; St. Paul's Hospital; Vancouver Coastal Health Research Institute; Vancouver Coastal Health; Research Canada; Providence Health Care; Provincial Health Services Authority; University of British Columbia","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Health care; Medicine; Referral; Data collection; Health Insurance Portability and Accountability Act; Analytics; Stakeholder; Family medicine; Medical emergency; Business; Disease; Computer science; Data science; Public relations; Political science; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.01922346,0.0002575161,0.0002393188,0.00107018,0.004573749,0.005691695,0.002662211,0.001222981,0.01024543],"category_scores_gemma":[0.02052298,0.0004001092,0.0004738753,0.001917549,0.00348264,0.002342966,0.01210318,0.002179635,0.001556249],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03527043,"about_ca_system_score_gemma":0.2476365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2912827,"about_ca_topic_score_gemma":0.4829387,"domain_scores_codex":[0.9887347,0.004754057,0.0002870575,0.000754635,0.002459557,0.003010106],"domain_scores_gemma":[0.9584327,0.003854267,0.002492552,0.002294884,0.008054856,0.02487063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000909157,0.001256441,0.1729455,0.001640249,0.0001287325,0.001572495,0.01585459,0.007282696,0.006168916,0.04486096,0.2153113,0.5320688],"study_design_scores_gemma":[0.0008181788,0.002191308,0.1686239,0.001944106,0.0001084963,0.0008006,0.02728475,0.0130334,0.002997558,0.01950845,0.762507,0.0001822678],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4431002,0.004060594,0.07072342,0.2778505,0.003021237,0.01091737,0.008854182,0.002798381,0.1786741],"genre_scores_gemma":[0.8437105,0.002089279,0.1047477,0.01493325,0.0005626718,0.002055762,0.004112194,0.0002965554,0.027492],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9647295,"threshold_uncertainty_score":0.5791745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05497686342628604,"score_gpt":0.464297737692374,"score_spread":0.409320874266088,"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."}}