{"id":"W2044704048","doi":"10.1016/j.vaccine.2015.04.005","title":"Effectiveness of three pneumococcal conjugate vaccines to prevent invasive pneumococcal disease in Quebec, Canada","year":2015,"lang":"en","type":"article","venue":"Vaccine","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":119,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut National de Santé Publique du Québec; Université Laval; Centre hospitalier universitaire de Québec","funders":"Ministère de la Santé et des Services sociaux","keywords":"Pneumococcal conjugate vaccine; Pneumococcal disease; Medicine; Pediatrics; Serotype; Logistic regression; Internal medicine; Streptococcus pneumoniae; Immunology; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003393315,0.0002693825,0.0006281667,0.000258711,0.00004239404,0.00001111751,0.0001488673,0.00008127477,0.00004416479],"category_scores_gemma":[0.0007022781,0.0002188205,0.00009948084,0.0005839731,0.0000117997,0.0001019469,0.0001094117,0.0002231579,0.00002389208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005145097,"about_ca_system_score_gemma":0.002649192,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3913915,"about_ca_topic_score_gemma":0.9251612,"domain_scores_codex":[0.9982464,0.0001813809,0.0004849425,0.000391565,0.0003220927,0.0003735686],"domain_scores_gemma":[0.9980179,0.000260757,0.0001009057,0.0004607747,0.0002984516,0.0008612295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00112338,0.0006401934,0.8039456,0.0005641871,0.00009195174,0.0003838468,0.0001016566,0.00110983,0.1911266,0.0001007211,0.0005457028,0.0002663256],"study_design_scores_gemma":[0.002897883,0.0004074003,0.9773107,0.0005861997,0.0001068077,0.00001944794,0.00005752145,0.00006199406,0.0151838,0.0001317821,0.003006462,0.0002300664],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947783,0.0001727364,0.00003821091,0.00287396,0.0004338516,0.001419285,0.00002975244,0.00004338946,0.0002104538],"genre_scores_gemma":[0.9990779,0.00001081687,0.000008036677,0.0002717481,0.000129197,0.0001804796,0.00002691949,0.00003304098,0.0002618343],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5337697,"threshold_uncertainty_score":0.8923242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01566316805618366,"score_gpt":0.2622009868205639,"score_spread":0.2465378187643802,"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."}}