{"id":"W2338604303","doi":"10.1093/ofid/ofv133.1428","title":"Validation of Physician Diagnosis of Bordetella pertussis in Alberta, Canada (2004–2014)","year":2015,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Bacterial Infections and Vaccines","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Bordetella pertussis; Pathogenic organism; Pediatrics; Family medicine; Microbiology","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":[0.005659031,0.0006592043,0.0004541492,0.003147625,0.00212021,0.001547784,0.002536582,0.0006149222,0.002121463],"category_scores_gemma":[0.0140771,0.0004349851,0.0005220556,0.004122972,0.0008525305,0.0002974586,0.0008107171,0.0006305297,0.0006518386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04128369,"about_ca_system_score_gemma":0.04997847,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9926341,"about_ca_topic_score_gemma":0.9937252,"domain_scores_codex":[0.995293,0.0005963507,0.0003407622,0.000585635,0.002581461,0.0006028374],"domain_scores_gemma":[0.9782838,0.0013699,0.001611121,0.0006006723,0.01702513,0.001109504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003390001,0.00009712135,0.9625296,0.0002152844,0.0001164799,0.0002332951,0.0009189395,0.001229353,0.00074066,0.0004042518,0.01218996,0.0209859],"study_design_scores_gemma":[0.00004125492,0.00007512389,0.9853939,0.0001743133,0.00008085515,0.0001891935,0.0009110639,0.002708795,0.001034658,0.00005245388,0.009316411,0.00002196969],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9188837,0.003842727,0.003635841,0.002123676,0.0003910284,0.001028767,0.04831042,0.0003365123,0.0214473],"genre_scores_gemma":[0.9657765,0.001312104,0.006813112,0.00114208,0.00007822661,0.0002463845,0.018163,0.0000525811,0.006416081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04128369,"threshold_uncertainty_score":0.2995355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01032670750487511,"score_gpt":0.2462130976125103,"score_spread":0.2358863901076352,"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."}}