{"id":"W4387653840","doi":"10.3390/vaccines11101594","title":"Vaccine Effectiveness of Cell-Based Quadrivalent Influenza Vaccine in Children: A Narrative Review","year":2023,"lang":"en","type":"review","venue":"Vaccines","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"SNC-Lavalin (Canada)","funders":"","keywords":"Influenza vaccine; Medicine; Population; Vaccination; Live attenuated influenza vaccine; Immunology; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.002740036,0.001312896,0.0083857,0.001815186,0.00011468,0.00001882823,0.000662505,0.0004861884,0.0001840552],"category_scores_gemma":[0.002524891,0.0009349639,0.001344288,0.004008718,0.00003895339,0.0001196214,0.0004495901,0.001296099,0.0002858844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005090008,"about_ca_system_score_gemma":0.001152759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002223195,"about_ca_topic_score_gemma":0.00004578493,"domain_scores_codex":[0.9926665,0.001539446,0.002659565,0.001227092,0.0009453057,0.0009620898],"domain_scores_gemma":[0.994368,0.002025534,0.001094539,0.001504745,0.0007398801,0.000267316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0009559013,0.0008641229,0.01045859,0.9275529,0.001898777,0.0001455127,0.0001375782,0.0000206522,0.000021274,0.00001476145,0.00468577,0.05324421],"study_design_scores_gemma":[0.009191805,0.001192111,0.02438712,0.6688434,0.004165644,0.00007273057,0.00004272351,0.000009672592,0.0001904417,0.00002009715,0.2906624,0.001221773],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001489432,0.9876274,0.000004666244,0.00009121238,0.0001581437,0.01012479,0.0001558016,0.0001915053,0.0001569764],"genre_scores_gemma":[0.00008572454,0.9965701,0.00009151077,0.0003055046,0.0002293835,0.001987447,0.0003236663,0.0002472235,0.000159517],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2859766,"threshold_uncertainty_score":0.9999623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0967578982362682,"score_gpt":0.4434911457215667,"score_spread":0.3467332474852985,"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."}}