{"id":"W2160797498","doi":"10.1017/s0950268810000919","title":"Increased risk of invasive pneumococcal disease in haematological and solid-organ malignancies","year":2010,"lang":"en","type":"article","venue":"Epidemiology and Infection","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":99,"is_retracted":false,"has_abstract":true,"ca_institutions":"Provincial Laboratory of Public Health; University of Calgary; University of Alberta","funders":"","keywords":"Medicine; Population; Internal medicine; Epidemiology; Multiple myeloma; Cancer registry; Pneumococcal conjugate vaccine; Surgery; Streptococcus pneumoniae","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000820199,0.0001136714,0.0004416934,0.0001555064,0.0001090753,0.000002137513,0.00001697468,0.0002413854,0.00004192904],"category_scores_gemma":[0.00714991,0.00008384049,0.00005805638,0.0001135599,0.0004714677,0.00006974979,0.00003242519,0.0004558037,0.000005160254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009442475,"about_ca_system_score_gemma":0.00006216922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003918068,"about_ca_topic_score_gemma":0.0004809068,"domain_scores_codex":[0.9988389,0.0003762364,0.0003508925,0.0002240886,0.00003193927,0.0001779357],"domain_scores_gemma":[0.9985398,0.0009456732,0.0001474324,0.0001313759,0.00004578992,0.000189944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006700514,0.0001032117,0.9212465,0.00006972178,0.00002190229,0.00001512747,0.00004247022,0.000006696001,0.0767559,0.001353581,0.00002421053,0.0002937291],"study_design_scores_gemma":[0.0006016344,0.0002575328,0.9928257,0.00004901729,0.0000868018,0.0001945338,0.00001083186,0.0001975722,0.001550443,0.00371193,0.00043686,0.00007716064],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982361,0.0001126383,0.00009006467,0.0009331325,0.000176881,0.0002105267,0.000006977024,0.00003457255,0.0001990604],"genre_scores_gemma":[0.9985763,0.0007936747,0.00004796524,0.0004564478,0.00007030687,0.00002954241,0.000007781488,0.0000056377,0.00001229633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07520546,"threshold_uncertainty_score":0.8559626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02420385627958252,"score_gpt":0.3131543020877933,"score_spread":0.2889504458082108,"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."}}