{"id":"W3038646340","doi":"10.1093/ofid/ofaa264","title":"Assessing Complexity Among Patients With Tuberculosis in California, 1993–2016","year":2020,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"Department of Medicine, University of Toronto; Centers for Disease Control and Prevention","keywords":"Medicine; Tuberculosis; Pathogenic organism; Gerontology; Family medicine; Pathology; Microbiology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001065591,0.0003442969,0.000397624,0.002000125,0.0008152739,0.00126371,0.0006244194,0.0003719607,0.001774428],"category_scores_gemma":[0.006450119,0.0003080865,0.0007012455,0.002966044,0.0004335192,0.000815446,0.001372403,0.0009754187,0.0001415823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002661782,"about_ca_system_score_gemma":0.003031037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1096471,"about_ca_topic_score_gemma":0.1327065,"domain_scores_codex":[0.9986323,0.0001820842,0.0003068757,0.000275296,0.0003563108,0.0002471228],"domain_scores_gemma":[0.9929806,0.0006269473,0.004234608,0.0001808173,0.0008828058,0.001094076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003424422,0.00001552898,0.9977759,0.00002688867,0.00003227363,0.00002593551,0.000152867,0.0001006426,0.00002350549,0.0000193153,0.0006572991,0.001135658],"study_design_scores_gemma":[0.000003573062,0.0000135996,0.9992029,0.00002177913,0.000009272333,0.00005160238,0.0002622658,0.0001402083,0.0000128018,0.00001252164,0.0002658421,0.000003596644],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907528,0.0006278516,0.0001507282,0.0004945156,0.00002050192,0.00006104956,0.00623759,0.00001098458,0.001643937],"genre_scores_gemma":[0.99454,0.0003596877,0.0003025428,0.00008520349,0.00005467343,0.00004062996,0.004505114,0.000003235461,0.00010898],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1096471,"threshold_uncertainty_score":0.2180178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03654901772128444,"score_gpt":0.328386533920941,"score_spread":0.2918375161996565,"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."}}