{"id":"W2983395638","doi":"10.12968/indn.2019.11.20","title":"Influenza vaccinations: Ten years on from swine flu","year":2019,"lang":"en","type":"article","venue":"Independent Nurse","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Medicine; Vaccination; Flu season; Virology; Pediatrics; Family medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.006782167,0.001094158,0.0009970579,0.001610638,0.001534515,0.003735906,0.0009934499,0.006754449,0.0138992],"category_scores_gemma":[0.01972603,0.0004861841,0.0008342993,0.001115628,0.001317681,0.005034692,0.003911638,0.008863459,0.005546986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001822685,"about_ca_system_score_gemma":0.005505516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0104104,"about_ca_topic_score_gemma":0.02361331,"domain_scores_codex":[0.9956716,0.001214168,0.0003794706,0.0004139664,0.001642336,0.0006783976],"domain_scores_gemma":[0.986656,0.003481798,0.0009842287,0.0004167435,0.004239262,0.004222095],"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":[0.0001834405,0.00006348985,0.001527546,0.0004372749,0.00003124405,0.00008749593,0.0002514686,0.00005116487,0.0002507256,0.001606343,0.8250623,0.1704475],"study_design_scores_gemma":[0.00001857136,0.0001394403,0.003302641,0.001204378,0.00002500576,0.00008574233,0.000471377,0.00002847105,0.0000860492,0.0008067382,0.9938152,0.00001642528],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001185802,0.2340802,0.0004844861,0.6170686,0.1353006,0.00002722778,0.0002621737,0.00009495356,0.01149594],"genre_scores_gemma":[0.01786347,0.2978349,0.001409817,0.4667595,0.1365458,0.00009805102,0.0006801797,0.0001541634,0.07865403],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0138992,"threshold_uncertainty_score":0.04649746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04375727826316338,"score_gpt":0.3696016143576084,"score_spread":0.325844336094445,"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."}}