{"id":"W2161013417","doi":"10.1186/2046-4053-1-35","title":"Effect of influenza vaccines against mismatched strains: a systematic review protocol","year":2012,"lang":"en","type":"review","venue":"Systematic Reviews","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; McMaster University; University of Guelph; GlaxoSmithKline (Canada); St. Michael's Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Influenza vaccine; Vaccine efficacy; Randomized controlled trial; Systematic review; Immunology; Meta-analysis; Virology; Vaccination; Incidence (geometry); Protocol (science); Relative risk; Placebo; MEDLINE; Internal medicine; Confidence interval; Alternative medicine; Pathology; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05399477,0.007005802,0.0247424,0.01244696,0.003620404,0.006866135,0.00603018,0.008131882,0.05744055],"category_scores_gemma":[0.06641603,0.005579394,0.01828509,0.01061199,0.004447288,0.007964051,0.005122098,0.006058674,0.006557449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01484141,"about_ca_system_score_gemma":0.05396178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00583657,"about_ca_topic_score_gemma":0.01251835,"domain_scores_codex":[0.9760508,0.01023512,0.006848512,0.002259886,0.003467712,0.001137994],"domain_scores_gemma":[0.9718733,0.01098607,0.006820105,0.001903707,0.006976151,0.001440641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003562476,0.0001521626,0.0004768185,0.9625146,0.004169763,0.0002753946,0.0005530511,0.0006449764,0.0006934084,0.001697366,0.007459173,0.01780087],"study_design_scores_gemma":[0.03486377,0.00236682,0.005352337,0.8046597,0.04660198,0.0006990653,0.001238457,0.001863654,0.00202156,0.005763067,0.09403529,0.0005342864],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.000639937,0.00600742,0.001540381,0.0004249452,0.0002563142,0.9873242,0.003275614,0.00009391025,0.0004372581],"genre_scores_gemma":[0.0008672391,0.00339914,0.003281221,0.0002707012,0.00003452645,0.9911785,0.0005880318,0.000009219025,0.0003714082],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.05744055,"threshold_uncertainty_score":0.2855551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1931429776913842,"score_gpt":0.5013299882409589,"score_spread":0.3081870105495746,"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."}}