{"id":"W7097124123","doi":"","title":"Changing Epidemiology of Invasive Pneumococcal Disease in Canada, 1998–2007: Update from the Calgary-Area Streptococcus pneumoniae Research (CASPER) Study","year":2016,"lang":"en","type":"article","venue":"","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Serotype; Incidence (geometry); Epidemiology; Streptococcus pneumoniae; Vaccination; Pneumococcal disease; Outbreak","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005178973,0.0008839252,0.001271523,0.0052897,0.001519694,0.003296167,0.001790488,0.001533789,0.001951515],"category_scores_gemma":[0.007593657,0.0006537476,0.001149185,0.01999585,0.0008969696,0.001055684,0.001218433,0.0016696,0.0004759734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01588136,"about_ca_system_score_gemma":0.05113334,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9702681,"about_ca_topic_score_gemma":0.980965,"domain_scores_codex":[0.9968618,0.0003311938,0.0004634168,0.0003496785,0.00156969,0.00042416],"domain_scores_gemma":[0.9815432,0.001698231,0.002408221,0.0005067813,0.01227015,0.001573446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004902158,0.0000689346,0.7517837,0.003131311,0.0009622503,0.0004176874,0.002080952,0.0001823893,0.0001880213,0.0002271413,0.1703434,0.07012401],"study_design_scores_gemma":[0.00008685201,0.00003705188,0.950913,0.001342844,0.0006006138,0.0002336029,0.001319215,0.0001690362,0.00006536998,0.0000452009,0.04513248,0.00005482664],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3245556,0.4083285,0.001243713,0.0462125,0.007109462,0.0007535424,0.191855,0.0003256532,0.0196161],"genre_scores_gemma":[0.6017375,0.2708493,0.003863927,0.0207615,0.006999795,0.0005384177,0.09028833,0.0001915552,0.00476975],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02973193,"threshold_uncertainty_score":0.1152279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07406333027736364,"score_gpt":0.3408874997047831,"score_spread":0.2668241694274195,"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."}}