{"id":"W2280166798","doi":"10.1093/ofid/ofv133.1465","title":"Preliminary End-of-Season Estimates of 2014/15 Influenza Vaccine Effectiveness in Preventing Laboratory-Confirmed Influenza-Related Hospitalization From the Serious Outcomes Surveillance (SOS) Network of the Canadian Immunization Research Network (CIRN)","year":2015,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Immunization; Influenza season; Influenza vaccine; Vaccine-preventable diseases; Vaccination; Pediatrics; Virology; Medical emergency; Intensive care medicine; Immunology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.006023996,0.0005680055,0.0004051053,0.001023625,0.000288464,0.0004869428,0.0010309,0.0002406034,0.0008907133],"category_scores_gemma":[0.009281578,0.000213599,0.0008080489,0.0007401342,0.0001859421,0.0002719476,0.0005745877,0.0003324153,0.00008305951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0029788,"about_ca_system_score_gemma":0.003252975,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4739965,"about_ca_topic_score_gemma":0.5946714,"domain_scores_codex":[0.9979613,0.0007767709,0.0001913097,0.0002128247,0.000594664,0.0002631063],"domain_scores_gemma":[0.9954053,0.001272304,0.001151012,0.0001852901,0.001464901,0.0005212348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004966409,0.00002283028,0.9930736,0.00006544494,0.0003320989,0.00001020218,0.00003356851,0.0009054039,0.0001027059,0.00006155745,0.001081148,0.003814746],"study_design_scores_gemma":[0.00002691785,0.0001530235,0.9971873,0.000022899,0.0001532725,0.00001845529,0.00005405968,0.001660756,0.0001264758,0.00002290796,0.0005699279,0.000003961537],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9476112,0.003119357,0.003624624,0.0003848883,0.00003386353,0.0002503616,0.04148063,0.00004798157,0.003446933],"genre_scores_gemma":[0.9850656,0.0003661652,0.001939567,0.0000547868,0.00001374237,0.00007030961,0.01207275,0.000004210028,0.0004129209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5260035,"threshold_uncertainty_score":0.942475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03998631202812524,"score_gpt":0.3730319716836082,"score_spread":0.3330456596554829,"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."}}