{"id":"W2321930739","doi":"10.1503/cmaj.115-0021","title":"Influenza vaccine efficacy","year":2015,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's & Women's Health Centre of British Columbia","funders":"","keywords":"Argument (complex analysis); Vaccination; Influenza vaccine; Vaccine efficacy; Virology; Medicine; Immunology; Computer science; Family medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.004458121,0.0004188252,0.001196296,0.0005556105,0.001331141,0.002243197,0.0009878399,0.007705539,0.01814802],"category_scores_gemma":[0.0334781,0.0001758346,0.0007022139,0.0004285537,0.001128606,0.001646493,0.0008209106,0.009043928,0.008661083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003989877,"about_ca_system_score_gemma":0.001879365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002752856,"about_ca_topic_score_gemma":0.005027546,"domain_scores_codex":[0.995883,0.001262644,0.0003774659,0.0004927075,0.001584224,0.0004000114],"domain_scores_gemma":[0.9891778,0.005479906,0.0007918913,0.0003433318,0.002466542,0.001740408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002426636,0.00004106673,0.001620741,0.0002681631,0.00003588407,0.0004763847,0.00006851669,0.00003934676,0.0003218268,0.003666815,0.9261808,0.06703779],"study_design_scores_gemma":[0.0001391535,0.0003765086,0.003903027,0.001459214,0.00006846433,0.001821742,0.0001508631,0.0001523602,0.0004068805,0.007703579,0.9837809,0.00003734117],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0009867984,0.02851492,0.0001369806,0.923058,0.0161786,0.00001264324,0.0002191952,0.00003441526,0.03085847],"genre_scores_gemma":[0.04698278,0.02116054,0.0004475839,0.8500243,0.06100027,0.00004798841,0.0002940922,0.00004142149,0.02000105],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01814802,"threshold_uncertainty_score":0.06071121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05606175576924326,"score_gpt":0.356445335188081,"score_spread":0.3003835794188378,"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."}}