{"id":"W3178856343","doi":"10.1080/14760584.2021.1921579","title":"The epidemiologic and biologic basis for classifying older age as a high-risk, immunocompromising condition for pneumococcal vaccine policy","year":2021,"lang":"en","type":"review","venue":"Expert Review of Vaccines","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"International Federation on Ageing","funders":"Pfizer","keywords":"Immunosenescence; Medicine; Pneumococcal pneumonia; Vaccination; Immunology; Pneumococcal vaccine; Disease; Pneumococcal infections; Streptococcus pneumoniae; Public health; Internal medicine; Immune system; Biology; Pathology","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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001650178,0.0006840542,0.004527095,0.0002361455,0.0006274992,0.00004169462,0.0002531492,0.0004594567,0.00004938848],"category_scores_gemma":[0.008950937,0.0003524849,0.001721063,0.0005092137,0.00007897292,0.0000685707,0.0001294783,0.0004500593,0.000005368331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001591498,"about_ca_system_score_gemma":0.0004870297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006521633,"about_ca_topic_score_gemma":0.000007809833,"domain_scores_codex":[0.996046,0.0007453076,0.00186888,0.0007070121,0.0001274673,0.0005053261],"domain_scores_gemma":[0.9925621,0.004702423,0.00145418,0.0007452315,0.0003822083,0.0001538732],"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":[0.00001975629,0.0001118157,0.00003768087,0.1009655,0.0006861493,0.000008394861,0.00002234658,9.332633e-8,0.0003562925,0.0008448387,0.003896839,0.8930503],"study_design_scores_gemma":[0.0006891533,0.0005074475,0.0002459238,0.1215435,0.001694892,0.0003514499,0.00003079802,0.000003401116,0.00001762445,0.0001582677,0.8744433,0.0003142466],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001192541,0.9892302,0.0002713408,0.003272968,0.0005118983,0.006354519,0.0001236756,0.00006820208,0.00004795132],"genre_scores_gemma":[0.00003645297,0.9918959,0.0007021492,0.001469783,0.001306659,0.003846603,0.0004844852,0.00007746617,0.0001805214],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8927361,"threshold_uncertainty_score":0.9998927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06055247921137862,"score_gpt":0.4396878001821921,"score_spread":0.3791353209708135,"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."}}