{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03805069,0.0006205168,0.002208526,0.0004320809,0.01126292,0.0003830056,0.0007164554,0.0004296631,0.00000882896],"category_scores_gemma":[0.02140046,0.0004945194,0.0004698562,0.001087335,0.0004432185,0.0001807218,0.002865238,0.01182004,0.00003587488],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.005432055,"about_ca_system_score_gemma":0.007988236,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01017081,"about_ca_topic_score_gemma":0.0007933989,"domain_scores_codex":[0.961504,0.02862201,0.003570674,0.001826757,0.002169207,0.002307344],"domain_scores_gemma":[0.9742642,0.01991712,0.002226736,0.0009859636,0.0007197905,0.001886186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005495374,0.00007195121,0.862709,0.02466278,0.000138688,0.0003348285,0.09280568,0.007556532,0.000008957317,0.0002177121,0.0009776637,0.009966671],"study_design_scores_gemma":[0.005346025,0.01874273,0.1088129,0.01243719,0.0001019604,0.002723529,0.794769,0.01645305,2.744439e-7,0.000007473628,0.04023677,0.0003690663],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9625388,0.02338759,0.0002352875,0.002433005,0.002174531,0.00679358,0.00002513499,0.001004137,0.001407889],"genre_scores_gemma":[0.9903496,0.0002636502,0.0003309067,0.001490899,0.005271,0.0007917291,0.0001745735,0.0002155512,0.001112078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7538961,"threshold_uncertainty_score":0.9997507,"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."}}