{"id":"W4240755291","doi":"10.1007/bf03399445","title":"Global Pneumococcal Disease and Policies for Control","year":2014,"lang":"en","type":"article","venue":"Pneumonia","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Serotype; Public health; Pneumococcal disease; Disease control; Pneumococcal conjugate vaccine; Geography; Latin Americans; Global health; Medicine; Demography; Environmental health; Streptococcus pneumoniae; Virology; Political science; Biology; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001106057,0.0001451241,0.0002439079,0.00004982338,0.0001727001,0.0000311884,0.00004748217,0.00006189186,0.000009253809],"category_scores_gemma":[0.0002311956,0.000116831,0.000109891,0.00009839395,0.0001166528,0.0000504279,0.00002018294,0.00006635637,0.00002209541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003917187,"about_ca_system_score_gemma":0.00006340248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001510799,"about_ca_topic_score_gemma":0.00001500253,"domain_scores_codex":[0.9991775,0.00003229691,0.0001673499,0.0002296101,0.0001127254,0.0002805873],"domain_scores_gemma":[0.9991738,0.00009313744,0.00004173518,0.000214537,0.00007035556,0.0004063908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002183314,0.0002144715,0.9042878,0.0001978898,0.0001201121,0.00001227621,0.0000554883,0.00003903497,0.07635479,0.01201715,0.0006042571,0.005878373],"study_design_scores_gemma":[0.001806806,0.0003229803,0.9078591,0.00003002857,0.0002257743,0.00006109503,0.00001165089,0.001864122,0.00004177777,0.001507599,0.08613099,0.000138102],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9815021,0.000110795,0.003119384,0.01203658,0.0002322746,0.0006373,0.00009817869,0.000155558,0.002107859],"genre_scores_gemma":[0.9962405,0.0000139883,0.00003633195,0.002960153,0.0003700503,0.0001108414,0.000007376489,0.00001558067,0.0002451633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08552673,"threshold_uncertainty_score":0.4764231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009996271622605711,"score_gpt":0.2827138388198501,"score_spread":0.2727175671972444,"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."}}