{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002310694,0.0002342458,0.0004684312,0.0002327918,0.0001845276,0.00007135018,0.0003666757,0.0004834327,0.002392699],"category_scores_gemma":[0.07332677,0.0001963679,0.0002061792,0.0006462472,0.0007322311,0.0005954359,0.0003643597,0.001509399,0.009307865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002781719,"about_ca_system_score_gemma":0.0007461329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005529096,"about_ca_topic_score_gemma":0.000301346,"domain_scores_codex":[0.9955822,0.002081496,0.0009888655,0.0006042679,0.0001588053,0.0005843994],"domain_scores_gemma":[0.9879308,0.01035997,0.0002688897,0.0007638768,0.0004724047,0.0002040019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01370211,0.01584732,0.4634686,0.00007653404,0.001103537,0.0009708518,0.0003992367,0.0003523432,0.0006020804,0.007724822,0.388444,0.1073085],"study_design_scores_gemma":[0.005679037,0.001477504,0.04111464,0.00003101084,0.0001674381,0.0006647895,0.0004734599,0.00003333369,0.0001633251,0.0009823128,0.9488204,0.0003927633],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6832661,0.003867968,0.000705644,0.006522695,0.01655195,0.001669385,0.0001477453,0.00109862,0.2861699],"genre_scores_gemma":[0.9892855,0.0005403188,0.0001385684,0.003000726,0.0003633743,0.00009459405,0.00003297792,0.00003797541,0.006505959],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5603763,"threshold_uncertainty_score":0.9985192,"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."}}