{"id":"W2318681875","doi":"10.1097/ipc.0000000000000347","title":"TB or Not TB","year":2015,"lang":"en","type":"article","venue":"Infectious Diseases in Clinical Practice","topic":"Bartonella species infections research","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Endocarditis; Infective endocarditis; Bartonella; Context (archaeology); Tuberculosis; Blood culture; Serology; Bartonellosis; Pathology; Microbiology; Immunology; Surgery; Virology; Antibiotics; Bartonella henselae; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003589371,0.0001692449,0.000253813,0.0003798773,0.0005239142,0.0006742721,0.0002390891,0.0005665108,0.04446894],"category_scores_gemma":[0.002784878,0.00006694883,0.0002201393,0.0004632534,0.0003436705,0.0005057392,0.000284506,0.0007101403,0.007761648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002790443,"about_ca_system_score_gemma":0.0003885668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002238271,"about_ca_topic_score_gemma":0.002233577,"domain_scores_codex":[0.9995018,0.0001178303,0.00006666528,0.0000853355,0.00009348348,0.0001346972],"domain_scores_gemma":[0.9991612,0.0002014863,0.0002340018,0.0001017859,0.0001481822,0.0001533099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001661003,0.0003881677,0.1932498,0.003992652,0.000235653,0.009266117,0.001504362,0.0002552149,0.00499199,0.009961224,0.3615634,0.4129304],"study_design_scores_gemma":[0.0001625128,0.000614967,0.1233298,0.004714459,0.0002905865,0.04027201,0.001617365,0.0006459042,0.002518985,0.007593509,0.8181759,0.00006408456],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2432921,0.08766361,0.006175297,0.04986265,0.01328957,0.0006685986,0.03051671,0.000717079,0.5678143],"genre_scores_gemma":[0.9078777,0.01207919,0.001602621,0.01227705,0.002523181,0.0001803492,0.00450544,0.0000884884,0.05886594],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04446894,"threshold_uncertainty_score":0.1487634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1237149705127969,"score_gpt":0.4687488609167655,"score_spread":0.3450338904039686,"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."}}