{"id":"W4389030131","doi":"10.1093/ofid/ofad500.2211","title":"2596. Title: The Dynamics Of Invasive Pneumococcal Disease (IPD) due to <i>Streptococcus pneumoniae</i> and Impact Of Pneumococcal Conjugate Vaccines (PCVs) In Canada From 2000-2019","year":2023,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de Santé Publique du Québec; University of Alberta; University of British Columbia","funders":"","keywords":"Pneumococcal disease; Medicine; Serotype; Pneumococcal conjugate vaccine; Streptococcus pneumoniae; Incidence (geometry); Population; Pediatrics; Pneumococcal infections; Epidemiology; Demography; Virology; Internal medicine; Environmental health; Biology; Microbiology; Antibiotics","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":[0.00008830548,0.000238201,0.0004938343,0.0001652373,0.0001583237,0.0000515826,0.0002303899,0.00005897117,0.0001648262],"category_scores_gemma":[0.0003238917,0.0001710301,0.000150846,0.0006214601,0.00009601019,0.0001160807,0.0002917837,0.0001649162,0.00005713522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004342048,"about_ca_system_score_gemma":0.002914045,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2013205,"about_ca_topic_score_gemma":0.5003746,"domain_scores_codex":[0.9985627,0.00008279593,0.0004349089,0.0003185568,0.0002183095,0.0003827212],"domain_scores_gemma":[0.9984125,0.0003920755,0.0001616911,0.0004496782,0.0001294433,0.00045458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001046664,0.0001424755,0.9878508,0.0000529438,0.0001440572,0.0001200755,0.000036019,0.0002745719,0.004439417,0.0001331094,0.00450136,0.002200541],"study_design_scores_gemma":[0.0009308176,0.0003202662,0.9957992,0.0001637377,0.0001323489,0.00001287517,0.0001943494,0.000515909,0.0001830829,0.000555167,0.0009950164,0.000197159],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934091,0.0001609684,0.000002321216,0.001220294,0.0002717482,0.001190758,0.001537696,0.00004165942,0.002165436],"genre_scores_gemma":[0.998832,0.0001824268,5.605334e-7,0.000199419,0.00004289356,0.000145954,0.000148385,0.00003548325,0.0004128733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2990541,"threshold_uncertainty_score":0.8039979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007571004839395869,"score_gpt":0.2678472861823966,"score_spread":0.2602762813430007,"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."}}