{"id":"W4404375456","doi":"10.1080/14760584.2024.2428243","title":"Adult risk groups for vaccine preventable respiratory infections: an overview of the UK environment","year":2024,"lang":"en","type":"review","venue":"Expert Review of Vaccines","topic":"Respiratory viral infections research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Global Health Research","funders":"Pfizer","keywords":"Medicine; Respiratory system; Intensive care medicine; Vaccine-preventable diseases; Environmental health; Vaccination; Immunology; Pediatrics; Internal medicine; Measles","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001687562,0.0007524259,0.003853407,0.0004308873,0.0001620277,0.00002404609,0.0006248083,0.0003451101,0.0009337933],"category_scores_gemma":[0.001426747,0.0004150783,0.002375174,0.001208616,0.00006726768,0.0001675947,0.0003743428,0.0007773476,0.00008461191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003428357,"about_ca_system_score_gemma":0.0006044881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001157164,"about_ca_topic_score_gemma":0.00003681516,"domain_scores_codex":[0.9945413,0.0009792426,0.002585615,0.0008191068,0.000658216,0.0004165557],"domain_scores_gemma":[0.9953518,0.0003357202,0.001324758,0.002373863,0.0004207692,0.0001930936],"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":[0.00001697277,0.0005098096,0.0002319917,0.4370658,0.0006951924,0.000002326495,0.00002181892,4.266121e-7,0.00002218594,0.000258253,0.04462199,0.5165532],"study_design_scores_gemma":[0.0003801101,0.000921529,0.00006951516,0.221032,0.003151254,0.00004023096,0.000007767719,0.000002499693,0.00006929177,0.00005125868,0.7740185,0.00025607],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003367509,0.9908758,0.00003656623,0.0001385737,0.000549937,0.007969713,0.0001984189,0.00005084254,0.0001464919],"genre_scores_gemma":[0.000004616646,0.9943088,0.0002536715,0.0005318661,0.0007888865,0.003327954,0.00008584358,0.0001590846,0.0005393109],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7293965,"threshold_uncertainty_score":0.9999795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1226775064309297,"score_gpt":0.4707737079193491,"score_spread":0.3480962014884194,"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."}}