{"id":"W3035524611","doi":"10.17269/s41997-020-00329-y","title":"Hospitalizations for lower respiratory tract infections in children in relation to the sequential use of three pneumococcal vaccines in Quebec","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut national de psychiatrie légale Philippe-Pinel; Université Laval; Institut National de Santé Publique du Québec; Centre hospitalier universitaire de Québec","funders":"GlaxoSmithKline Biologicals","keywords":"Medicine; Pneumococcal conjugate vaccine; Bronchiolitis; Pneumonia; Pediatrics; Poisson regression; Respiratory tract infections; Lower respiratory tract infection; Incidence (geometry); Pneumococcal pneumonia; Streptococcus pneumoniae; Respiratory system; Internal medicine; Antibiotics; Population; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.000569299,0.0004005452,0.0005679958,0.0012682,0.001482289,0.001171507,0.001286283,0.001160581,0.003870126],"category_scores_gemma":[0.002463363,0.000441324,0.001217114,0.002660493,0.0006592381,0.0005925272,0.0008141908,0.001710023,0.0003111523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01989704,"about_ca_system_score_gemma":0.01320628,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9768482,"about_ca_topic_score_gemma":0.9824069,"domain_scores_codex":[0.9988809,0.0001155041,0.00008821592,0.0001524682,0.0002277091,0.0005351446],"domain_scores_gemma":[0.9968616,0.0002943561,0.0009792203,0.0000668942,0.0008132574,0.0009846207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008751362,0.00002840599,0.998019,0.00001445102,0.00006511535,0.0001147865,0.0001616748,0.000124724,0.00008730947,0.00003222036,0.0004478288,0.0008169176],"study_design_scores_gemma":[0.000003226923,0.00002402013,0.9992216,0.00001208359,0.00001172823,0.00003856142,0.0003788821,0.0001373449,0.00001383763,0.000004200733,0.0001496243,0.00000485229],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932213,0.001102767,0.00005957426,0.0003927269,0.00003498084,0.00002067106,0.003449454,0.00001530784,0.001703227],"genre_scores_gemma":[0.9979199,0.0003552953,0.00004346594,0.00008482895,0.00001217335,0.00001055739,0.000986835,0.000004070287,0.0005829247],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02315176,"threshold_uncertainty_score":0.1443638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06986080958213749,"score_gpt":0.3089466983785459,"score_spread":0.2390858887964084,"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."}}