{"id":"W2026752478","doi":"10.3201/eid1401.061522","title":"Invasive Bacterial Diseases in Northern Canada","year":2008,"lang":"en","type":"article","venue":"Emerging infectious diseases","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; Institute for Clinical Evaluative Sciences; Provincial Laboratory of Public Health; Hospital for Sick Children","funders":"","keywords":"Streptococcus pneumoniae; Haemophilus influenzae; Epidemiology; Incidence (geometry); Population; Circumpolar star; Serotype; Conjugate vaccine; Medicine; Demography; Geography; Biology; Environmental health; Microbiology; Virology; Internal medicine; 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":[0.00001941705,0.0002040163,0.000308,0.0001912792,0.0002874478,0.000012492,0.00006039112,0.00004968435,0.0002674592],"category_scores_gemma":[0.0003564345,0.0001879793,0.0001273388,0.0003732312,0.00009531085,0.0001090911,0.00003503035,0.0001535238,0.00003361077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000384147,"about_ca_system_score_gemma":0.002175127,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09516016,"about_ca_topic_score_gemma":0.7206524,"domain_scores_codex":[0.9987896,0.00006061763,0.0002698776,0.0002827251,0.0002581952,0.0003389758],"domain_scores_gemma":[0.999135,0.00009752455,0.00007214495,0.0002556955,0.00009598982,0.0003436259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003034336,0.0003670284,0.9944991,0.00005450703,0.00006226861,0.0007682963,0.0000851057,0.0002390151,0.001049986,0.000009863094,0.002528938,0.000305575],"study_design_scores_gemma":[0.001329211,0.0001209218,0.9824993,0.0000726837,0.0001037756,0.0001767326,0.00005749662,0.00001388453,0.0001207499,0.0000278655,0.01525674,0.000220648],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963351,0.0002477635,0.000005075596,0.0004622412,0.0008356508,0.0002733911,0.00007287531,0.0001816899,0.001586226],"genre_scores_gemma":[0.9981742,0.0001173586,9.390988e-7,0.0008662453,0.0004805507,0.00007447645,0.00006930285,0.0000315559,0.0001853974],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6254922,"threshold_uncertainty_score":0.9108652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008321609957945777,"score_gpt":0.227058266563637,"score_spread":0.2187366566056912,"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."}}