{"id":"W3015254618","doi":"10.1007/s40121-020-00294-6","title":"Health and Economic Impact of Routine Pediatric Pneumococcal Immunization Programs in Canada: A Retrospective Analysis","year":2020,"lang":"en","type":"article","venue":"Infectious Diseases and Therapy","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pfizer (Canada)","funders":"Pfizer","keywords":"Medicine; Pneumonia; Vaccination; Incidence (geometry); Pneumococcal conjugate vaccine; Pneumococcal pneumonia; Pneumococcal disease; Population; Health care; Pediatrics; Public health; Pneumococcal infections; Immunization program; Immunization; Environmental health; Streptococcus pneumoniae; Immunology; Internal medicine; Economic growth","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":[0.00003491723,0.0001105042,0.0003929476,0.000144957,0.00005888776,0.00001286344,0.00001865784,0.00002714646,0.00001982352],"category_scores_gemma":[0.0000164827,0.00008760049,0.0001066104,0.0005139802,0.00003052846,0.00004681011,0.00001163731,0.00008717694,3.035302e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004475137,"about_ca_system_score_gemma":0.001417457,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4072913,"about_ca_topic_score_gemma":0.1425078,"domain_scores_codex":[0.9993503,0.00004901151,0.0002208283,0.0001775684,0.00006377492,0.0001385329],"domain_scores_gemma":[0.9994695,0.00001978816,0.0001139828,0.00008672786,0.00003417776,0.0002757836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006369114,0.00009315499,0.9958064,0.000030373,0.0003305893,0.000003802783,0.0002195532,0.000276727,0.00008007562,0.00001550772,0.000005638844,0.003074511],"study_design_scores_gemma":[0.001284454,0.001267025,0.9957707,0.000006360995,0.0001312949,0.000008205818,0.00005980135,0.001345453,0.000002065831,0.00002371336,0.00002635868,0.00007456256],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974138,0.001688993,0.0000168571,0.0004422583,0.00002430632,0.000324804,0.00004039075,0.00002489338,0.00002370111],"genre_scores_gemma":[0.9958068,0.003802491,8.741e-7,0.0002677307,0.00007095445,0.0000148568,0.0000257072,0.000009592115,9.704173e-7],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2647835,"threshold_uncertainty_score":0.8731392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01340569884174015,"score_gpt":0.2656886476301297,"score_spread":0.2522829487883895,"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."}}