{"id":"W2755639783","doi":"10.1093/cid/cix836","title":"Prevalence of Hypogammaglobulinemia in Adult Invasive Pneumococcal Disease","year":2017,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"Ottawa Hospital Research Institute","keywords":"Hypogammaglobulinemia; Medicine; Pneumococcal disease; Streptococcus pneumoniae; Pneumococcal infections; Immunology; Disease; Intensive care medicine; Pediatrics; Antibody; Internal medicine; Microbiology; Antibiotics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003663101,0.0002080808,0.0001492762,0.0009525052,0.0002410268,0.0004525707,0.0003542232,0.0002549661,0.001023765],"category_scores_gemma":[0.00134588,0.0001491899,0.000138113,0.000742912,0.0003487891,0.0003137121,0.0003214114,0.0002403466,0.0001591066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00072464,"about_ca_system_score_gemma":0.0004874618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02322425,"about_ca_topic_score_gemma":0.02983168,"domain_scores_codex":[0.9996822,0.00004428927,0.00005384293,0.00005153996,0.0001093741,0.00005879232],"domain_scores_gemma":[0.9989141,0.00009483223,0.0006469639,0.00002753197,0.0001672772,0.0001492642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000006790097,0.000002645876,0.9994662,0.000003757788,0.000003485024,0.00002463157,0.0000309518,0.000008419049,0.00007134835,0.000001872846,0.00002029201,0.0003595689],"study_design_scores_gemma":[4.362427e-7,0.000018619,0.9995368,0.000004091734,0.000003372445,0.0002480529,0.00007942536,0.00003442815,0.00002748605,0.000001877924,0.00004463788,7.44878e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991893,0.0002830427,0.00003587731,0.00002517207,0.000001647246,0.000004861879,0.0001456593,0.00000333704,0.0003111255],"genre_scores_gemma":[0.9997373,0.00008676454,0.00003079364,0.000007902144,0.000002527836,0.000001750482,0.0001101041,2.680375e-7,0.00002265383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02322425,"threshold_uncertainty_score":0.0461781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03842731266669636,"score_gpt":0.374570981270801,"score_spread":0.3361436686041047,"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."}}