{"id":"W2752442790","doi":"10.1093/ofid/ofx163.1186","title":"Pneumococcal Vaccination Provides Substantial Value for Money for Canadians","year":2017,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pfizer (Canada)","funders":"","keywords":"Medicine; Incidence (geometry); Vaccination; Pneumococcal disease; Pneumococcal conjugate vaccine; Pneumonia; Pediatrics; Disease control; Environmental health; Pneumococcal pneumonia; Streptococcus pneumoniae; Immunology; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001912335,0.0005545811,0.0007205355,0.003466872,0.004293179,0.004892859,0.0009960999,0.001061974,0.04732285],"category_scores_gemma":[0.0120836,0.0003099854,0.0007054402,0.006286145,0.00117393,0.001425386,0.002325653,0.001375576,0.00532164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0462381,"about_ca_system_score_gemma":0.139811,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9678838,"about_ca_topic_score_gemma":0.9795639,"domain_scores_codex":[0.9967926,0.0002801081,0.00008117819,0.0001414759,0.002013112,0.0006914131],"domain_scores_gemma":[0.9920873,0.0003829711,0.0002226759,0.0001797348,0.00517415,0.001953169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001428842,0.00003325354,0.007984173,0.0008789558,0.0001230068,0.0003013339,0.0003596289,0.0002928748,0.0002798503,0.01972908,0.7279969,0.241878],"study_design_scores_gemma":[0.00003870972,0.00002813414,0.01147947,0.0007948053,0.00006210143,0.0001527256,0.0007520392,0.0001826619,0.00009615356,0.001829261,0.9845436,0.0000402903],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02911303,0.05610358,0.00165029,0.2675181,0.008728801,0.0002807006,0.03329154,0.0007838447,0.6025301],"genre_scores_gemma":[0.4861877,0.1586931,0.01441118,0.0419882,0.003933993,0.0001901913,0.02883331,0.000502436,0.2652599],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04732285,"threshold_uncertainty_score":0.3354825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02143015917406919,"score_gpt":0.3347633160769215,"score_spread":0.3133331569028523,"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."}}