{"id":"W3154928151","doi":"10.2139/ssrn.3352009","title":"Influenza Increases Risk of Invasive Pneumococcal Disease: A Multi-Country Study","year":2019,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Public Health Agency of Canada; Nova Scotia Health Authority; Canadian Blood Services; Public Health Ontario; University of Toronto","funders":"","keywords":"Pneumococcal disease; Disease; Medicine; Streptococcus pneumoniae; Environmental health; Business; Biology; Internal medicine; Microbiology; Antibiotics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002086789,0.001145646,0.0009453925,0.001075164,0.001363155,0.001716893,0.0009426155,0.002082604,0.002436486],"category_scores_gemma":[0.003138135,0.001968652,0.002611136,0.001883664,0.0007655458,0.00127059,0.001320471,0.002337422,0.0006037439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005181056,"about_ca_system_score_gemma":0.0004706202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0150508,"about_ca_topic_score_gemma":0.01628481,"domain_scores_codex":[0.9976421,0.00137765,0.0001479143,0.000370426,0.0001114705,0.0003504436],"domain_scores_gemma":[0.9963159,0.0008356876,0.001220427,0.0005633069,0.0002898801,0.0007747702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00148486,0.000316752,0.9951414,0.00003453973,0.001474616,0.0001699343,0.0002868884,0.00005010321,0.0004294699,0.0000241263,0.0001233341,0.0004640374],"study_design_scores_gemma":[0.00009493291,0.000578872,0.997214,0.00002208097,0.0006743215,0.0002337958,0.0008546925,0.0001262537,0.00005761191,0.00001389891,0.0001159422,0.00001357855],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986936,0.0005136937,0.00009829889,0.00006458106,0.00001462276,0.00001215522,0.0003029746,0.000002306641,0.0002975983],"genre_scores_gemma":[0.9990771,0.0002847069,0.000101031,0.00008208939,0.00001868182,0.00001517019,0.0002198073,0.000003791871,0.0001975573],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0150508,"threshold_uncertainty_score":0.02992636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03143478785823548,"score_gpt":0.3495224841952032,"score_spread":0.3180876963369677,"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."}}