{"id":"W3180406141","doi":"10.2196/30010","title":"Assessing COVID-19 Vaccine Uptake and Effectiveness Through the North West London Vaccination Program: Retrospective Cohort Study","year":2021,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute for Health and Care Research; Patient Safety Translational Research Centre; Department of Health and Social Care; British Heart Foundation; NIHR Imperial Biomedical Research Centre; Cancer Research UK","keywords":"Vaccination; Coronavirus disease 2019 (COVID-19); Medicine; Retrospective cohort study; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; Cohort; Cohort study; Environmental health; Pediatrics; Outbreak; Disease; Infectious disease (medical specialty); Surgery","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":[0.001427507,0.0003690629,0.0004378978,0.000924206,0.0005532415,0.0008160962,0.0008134429,0.0005262393,0.00142495],"category_scores_gemma":[0.003400357,0.0007226497,0.0005704464,0.001785203,0.0004432187,0.0007987497,0.0008665534,0.0006387676,0.0007095098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001331315,"about_ca_system_score_gemma":0.001108178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06748072,"about_ca_topic_score_gemma":0.08584923,"domain_scores_codex":[0.9983262,0.0003918144,0.0002637639,0.0005071466,0.0002911203,0.000219966],"domain_scores_gemma":[0.9960197,0.0003981542,0.002080698,0.0006008553,0.0005336581,0.0003669295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001102627,0.00002755368,0.998684,0.00002248006,0.0000563926,0.00005266017,0.0001724906,0.00002279563,0.0001031316,0.00001273986,0.0002497287,0.0004857164],"study_design_scores_gemma":[0.00001424627,0.0001465268,0.9985526,0.00002850671,0.00003729258,0.000134841,0.0003437791,0.0001023671,0.00005418168,0.000006053728,0.0005733258,0.000006294029],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952458,0.0003780559,0.00016085,0.00006439345,0.000008235659,0.0001069287,0.003401875,0.000006982597,0.0006270644],"genre_scores_gemma":[0.9966927,0.0002409236,0.0001895822,0.00009589285,0.000007423659,0.0001536036,0.002061443,0.000006333861,0.0005521587],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06748072,"threshold_uncertainty_score":0.1341758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04318048082792086,"score_gpt":0.3875311412161027,"score_spread":0.3443506603881819,"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."}}