{"id":"W6902305446","doi":"10.6084/m9.figshare.29625424.v1","title":"Real-world effectiveness of live attenuated influenza vaccines (LAIV) and inactivated influenza vaccines (IIV) in children from 2003 to 2023: a systematic literature review and network meta-analysis","year":2025,"lang":"en","type":"article","venue":"OPAL (Open@LaTrobe) (La Trobe University)","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Live attenuated influenza vaccine; Influenza vaccine; Systematic review; Vaccination; Influenza-like illness","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001751225,0.000695621,0.004966882,0.002177702,0.0002792752,0.0002237797,0.00086174,0.000247649,0.0001003553],"category_scores_gemma":[0.001213055,0.0005680891,0.0004336715,0.01305978,0.0001218539,0.0007346356,0.002000134,0.0006776167,0.000008956997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003473346,"about_ca_system_score_gemma":0.000245663,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00818208,"about_ca_topic_score_gemma":0.003473508,"domain_scores_codex":[0.9946277,0.002236854,0.0009919604,0.001118402,0.0003878401,0.0006373164],"domain_scores_gemma":[0.99569,0.001329838,0.0004887745,0.0009706718,0.001206216,0.0003144807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006684437,0.0005446655,0.77112,0.04357037,0.1697125,0.0003640821,0.0008308734,0.001122019,0.0008892248,0.002738007,0.002279362,0.0001444853],"study_design_scores_gemma":[0.008538661,0.0004039249,0.7981878,0.03207095,0.1572894,0.00001465743,0.0002434337,0.00009993296,0.0002032548,0.0001344556,0.002023185,0.0007903686],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7246843,0.2426735,0.0001024537,0.0009758771,0.00009572993,0.02085165,0.0006983289,0.0001491478,0.009769054],"genre_scores_gemma":[0.8860949,0.07814776,0.006595292,0.0102821,0.0002324352,0.0008340123,0.0009165185,0.0003179302,0.01657902],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1645257,"threshold_uncertainty_score":0.9996771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04216580873973533,"score_gpt":0.3430091421579879,"score_spread":0.3008433334182525,"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."}}