{"id":"W1999143735","doi":"10.1503/cmaj.071290","title":"Influenza and the influenza vaccine","year":2007,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Chills; Throat; Medicine; Nose; Virus; Virology; Immunology; Orthomyxoviridae; Influenza A virus; Influenza vaccine; Pathology; Surgery","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":[0.003188818,0.000384827,0.0005421255,0.0006099993,0.0004510758,0.001267453,0.0005544022,0.003049054,0.01867242],"category_scores_gemma":[0.00650268,0.0001778099,0.0003931044,0.0004208923,0.0005245839,0.001542583,0.0009710366,0.002964068,0.005369094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001115252,"about_ca_system_score_gemma":0.002690668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004225393,"about_ca_topic_score_gemma":0.007789657,"domain_scores_codex":[0.9988681,0.000418642,0.00005048382,0.00006549968,0.0004510293,0.0001462542],"domain_scores_gemma":[0.9982711,0.0004494259,0.0001801234,0.00006351335,0.0004695719,0.0005661267],"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":[0.0004761075,0.0001529855,0.001510656,0.0004940231,0.00007280638,0.0001192415,0.0000820553,0.0001700834,0.0006885132,0.0133539,0.5707053,0.4121743],"study_design_scores_gemma":[0.00007719478,0.000195802,0.002727141,0.0005743727,0.00002736212,0.0001625687,0.00005578897,0.00004534392,0.0001088442,0.003119738,0.9928972,0.000008685109],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003682638,0.6101937,0.0006066876,0.2729832,0.03745491,0.00006662334,0.0006348235,0.0000858632,0.07429158],"genre_scores_gemma":[0.05029992,0.6767468,0.002529491,0.1292357,0.05183353,0.0001959831,0.001332317,0.00005674634,0.0877695],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01867242,"threshold_uncertainty_score":0.06246543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03416291939642359,"score_gpt":0.3553049027718276,"score_spread":0.321141983375404,"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."}}