{"id":"W4312182367","doi":"10.2196/39141","title":"Representativeness, Vaccination Uptake, and COVID-19 Clinical Outcomes 2020-2021 in the UK Oxford-Royal College of General Practitioners Research and Surveillance Network: Cohort Profile Summary","year":2022,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute for Health and Care Research; Wellcome Trust","keywords":"Medicine; Cohort; Family medicine; Preparedness; Epidemiology; Health care; Cohort study; Vaccination; Pediatrics; Medical emergency; Virology; Internal medicine; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.002598958,0.0002287218,0.0003201319,0.001366573,0.0004505206,0.001072175,0.0006409425,0.0004376924,0.001721929],"category_scores_gemma":[0.006594334,0.0002915913,0.0006142673,0.00178307,0.0002927986,0.0009749341,0.001339011,0.000551552,0.0005799648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00107714,"about_ca_system_score_gemma":0.001084648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04907518,"about_ca_topic_score_gemma":0.05509291,"domain_scores_codex":[0.9985331,0.0002406631,0.0002528931,0.0003475199,0.0003557513,0.0002699322],"domain_scores_gemma":[0.995082,0.0004862444,0.002019712,0.0005146484,0.0008806638,0.001016758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005562499,0.000006431425,0.9974483,0.00002403093,0.00003552968,0.00003060736,0.0002366136,0.00002481557,0.00005434872,0.00003138801,0.0007647055,0.001287616],"study_design_scores_gemma":[0.000003020342,0.00003758068,0.998754,0.00002929078,0.00001281305,0.0001188275,0.0002782143,0.00004970717,0.00002032713,0.0000148328,0.0006760249,0.000005209925],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9727619,0.0008362558,0.0002570971,0.0004865179,0.00003505654,0.00008525368,0.02413458,0.00002323008,0.001380138],"genre_scores_gemma":[0.9834974,0.0005873438,0.0003931609,0.0001643174,0.00002935302,0.0001378327,0.01448213,0.00001794362,0.0006905936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04907518,"threshold_uncertainty_score":0.09757906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1512583111353172,"score_gpt":0.4828082851043228,"score_spread":0.3315499739690057,"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."}}