{"id":"W4206155776","doi":"10.1097/mop.0000000000001103","title":"Influenza vaccines: where we are, where we are going","year":2022,"lang":"en","type":"article","venue":"Current Opinion in Pediatrics","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Influenza vaccine; Hemagglutinin (influenza); Live attenuated influenza vaccine; Vaccine efficacy; Vaccination; Antigenic drift; Immunity; Influenza A virus subtype H5N1","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":[0.001084774,0.000711862,0.001159957,0.001039016,0.000258373,0.001873381,0.0006762616,0.001422904,0.007445743],"category_scores_gemma":[0.001925891,0.0003247602,0.0004775711,0.0009921172,0.0003358129,0.002603517,0.0007195604,0.001961894,0.004153789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006979629,"about_ca_system_score_gemma":0.002097321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001464375,"about_ca_topic_score_gemma":0.001454436,"domain_scores_codex":[0.9995348,0.0001175486,0.00007712286,0.00005656011,0.0001596073,0.00005436744],"domain_scores_gemma":[0.9991971,0.0002890475,0.0001786552,0.00001601657,0.0002438559,0.00007532902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001731964,0.00004930088,0.0005122254,0.04770837,0.0001233731,0.0001720076,0.0001495971,0.0002952019,0.002045648,0.004493735,0.1255459,0.8187315],"study_design_scores_gemma":[0.00001547573,0.00007861762,0.0006393474,0.01251084,0.0001220063,0.0004148422,0.00009525134,0.00004705396,0.0002921211,0.001091166,0.9846794,0.00001388503],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001554172,0.9941286,0.0001833883,0.001996483,0.001451433,0.00003069533,0.0001103793,0.0000163264,0.001927334],"genre_scores_gemma":[0.0009827003,0.9940714,0.0003396018,0.002077808,0.001281419,0.00003341052,0.0001411376,0.000006569667,0.001066005],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007445743,"threshold_uncertainty_score":0.02490854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1443224979226381,"score_gpt":0.4145151608411266,"score_spread":0.2701926629184884,"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."}}