{"id":"W2742475012","doi":"10.1017/s0950268817001510","title":"Hospitalisation for lower respiratory tract infection in children in the province of Quebec, Canada, before and during the pneumococcal conjugate vaccine era","year":2017,"lang":"en","type":"article","venue":"Epidemiology and Infection","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre hospitalier universitaire de Québec; Institut National de Santé Publique du Québec; Université Laval","funders":"Ministère de la Santé; Ministère de la Santé et des Services sociaux","keywords":"Medicine; Pneumococcal conjugate vaccine; Pneumonia; Bronchiolitis; Poisson regression; Vaccination; Pediatrics; Streptococcus pneumoniae; Respiratory tract infections; Pneumococcal pneumonia; Lower respiratory tract infection; Pneumococcal infections; Population; Epidemiology; Demography; Respiratory system; Immunology; Internal medicine; Environmental health","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":[0.0006891204,0.0004052658,0.0003267322,0.001026383,0.001573093,0.0009652982,0.00114578,0.0004727118,0.002659472],"category_scores_gemma":[0.002176233,0.0002150255,0.0005058016,0.002819175,0.0005943227,0.0005351594,0.0005495701,0.0008403779,0.0001972779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03944446,"about_ca_system_score_gemma":0.02946061,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9969586,"about_ca_topic_score_gemma":0.9979474,"domain_scores_codex":[0.9992496,0.00008219837,0.00004933923,0.0001271742,0.0001810374,0.0003106243],"domain_scores_gemma":[0.9981509,0.0001329658,0.0005926333,0.00003646255,0.000653949,0.0004330642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005579484,0.00002879502,0.9914705,0.0001043306,0.00005147209,0.00009272577,0.0005163145,0.0001946709,0.000124622,0.0001162305,0.002132817,0.00511174],"study_design_scores_gemma":[0.000004337122,0.00002304682,0.9979761,0.00006053867,0.00001619712,0.00004314797,0.0006471835,0.0002125307,0.00003597108,0.00001172515,0.0009624732,0.000006723876],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9777678,0.004925523,0.0002814538,0.001763931,0.0000516555,0.00006633242,0.01168936,0.00002843014,0.003425607],"genre_scores_gemma":[0.9942454,0.001451673,0.0002710363,0.0002562157,0.0000205287,0.00002964244,0.002236695,0.000006220151,0.001482744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03944446,"threshold_uncertainty_score":0.2861909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01464286148718458,"score_gpt":0.2883464951188683,"score_spread":0.2737036336316837,"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."}}