{"id":"W4403119449","doi":"10.1101/2024.10.04.24314906","title":"Economic Analysis of 15-valent and 20-valent Pneumococcal Conjugate Vaccines among Older Adults in Ontario, Canada","year":2024,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto; University Health Network","funders":"University of Toronto; Sanofi","keywords":"Pneumococcal conjugate vaccine; Pneumococcal disease; Conjugate; Medicine; Environmental health; Streptococcus pneumoniae; Microbiology; Biology; Mathematics","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":[0.002997673,0.0007078912,0.001128289,0.001412125,0.001183622,0.002031294,0.001191625,0.0007064709,0.003204488],"category_scores_gemma":[0.009474752,0.000436569,0.002711997,0.002976395,0.0006019059,0.0005227106,0.0008701535,0.0008660725,0.00009730303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1332672,"about_ca_system_score_gemma":0.09512366,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9888742,"about_ca_topic_score_gemma":0.9873604,"domain_scores_codex":[0.9973577,0.0007852414,0.000174175,0.0001792417,0.000710632,0.00079306],"domain_scores_gemma":[0.9960014,0.001169118,0.0005200336,0.00007644563,0.001497843,0.0007351603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.01483134,0.00108361,0.4445453,0.009308309,0.01167025,0.001854682,0.0009788178,0.3776248,0.001719052,0.01858952,0.02669315,0.09110121],"study_design_scores_gemma":[0.005851007,0.002449864,0.630905,0.003316024,0.01000997,0.0006687529,0.002763795,0.3044127,0.001148742,0.005617097,0.03244857,0.0004084213],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9094667,0.03215787,0.002143976,0.005913459,0.0001822028,0.001851793,0.02608127,0.00005534066,0.02214729],"genre_scores_gemma":[0.9895545,0.004129928,0.001097918,0.0003292295,0.00002637517,0.0002253817,0.002849896,0.000007411521,0.001779318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1332672,"threshold_uncertainty_score":0.9669256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008715491328057866,"score_gpt":0.2411212260064345,"score_spread":0.2324057346783766,"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."}}