{"id":"W4307033790","doi":"10.2196/36712","title":"Outcomes of COVID-19 Infection in People Previously Vaccinated Against Influenza: Population-Based Cohort Study Using Primary Health Care Electronic Records","year":2022,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Vaccination; Pandemic; Pneumonia; Herd immunity; Immunization; Influenza vaccine; Population; Cohort; Cohort study; Odds ratio; Immunology; Pediatrics; Coronavirus disease 2019 (COVID-19); Internal medicine; Environmental health; Immune system; Disease; Infectious disease (medical specialty)","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":[0.001851615,0.0004398922,0.0006368109,0.001547451,0.0007298242,0.001340926,0.0008467573,0.0008630258,0.001556017],"category_scores_gemma":[0.003705855,0.0007451366,0.001187959,0.002420741,0.0004777051,0.0009686688,0.001113351,0.0009328395,0.0004233329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009687445,"about_ca_system_score_gemma":0.0007698016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03045021,"about_ca_topic_score_gemma":0.02489054,"domain_scores_codex":[0.9981745,0.0003745981,0.0002143882,0.0005972952,0.0003289912,0.00031018],"domain_scores_gemma":[0.9969738,0.0003806644,0.001415589,0.0004760515,0.0003848156,0.0003690769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009610044,0.00004079951,0.9992753,0.00001246245,0.0001175375,0.00003501515,0.00005737702,0.00001786575,0.00004408354,0.000006796865,0.00007757531,0.0002192339],"study_design_scores_gemma":[0.00001551363,0.00007867207,0.9994716,0.00001063749,0.00003640521,0.0000671174,0.0001325161,0.00007420707,0.00001024901,0.000007652583,0.0000922625,0.000003251634],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970957,0.0002062472,0.00007440538,0.00003771113,0.00001163534,0.00004329205,0.002225566,0.00000288248,0.00030251],"genre_scores_gemma":[0.9980197,0.0001306354,0.00007874246,0.00004982833,0.00001509718,0.00004040551,0.001535546,0.000001958731,0.0001280119],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03045021,"threshold_uncertainty_score":0.06054598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0550181833460473,"score_gpt":0.4086592183576944,"score_spread":0.3536410350116471,"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."}}