{"id":"W2081836597","doi":"10.3201/eid1905.121578","title":"Transmission of<i>Mycobacterium tuberculosis</i>Beijing Strains, Alberta, Canada, 1991–2007","year":2013,"lang":"en","type":"article","venue":"Emerging infectious diseases","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mycobacterium tuberculosis; Beijing; Transmission (telecommunications); Tuberculosis; Virology; Microbiology; Biology; Geography; Medicine; China; Telecommunications; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001352096,0.0002664299,0.0005645718,0.000181922,0.0001595813,0.00001853292,0.0001116578,0.0001055138,0.002688354],"category_scores_gemma":[0.0005804692,0.0002241357,0.0002393282,0.00027483,0.0001065586,0.0001709091,0.00004333654,0.0002700534,0.00006333705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001998024,"about_ca_system_score_gemma":0.0004748565,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7484213,"about_ca_topic_score_gemma":0.1074845,"domain_scores_codex":[0.9978533,0.0001591484,0.0005171163,0.0003821504,0.0003973168,0.0006909779],"domain_scores_gemma":[0.9982948,0.0002992185,0.0001102075,0.0003652766,0.0001944415,0.000736028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007239352,0.0004245481,0.8484116,0.0006673081,0.0004515793,0.00004000271,0.0001254253,0.0002036267,0.01016515,0.0001254832,0.1166613,0.02265155],"study_design_scores_gemma":[0.001226197,0.0003126021,0.9318026,0.0002607258,0.0002596177,0.00008540358,0.0001198001,0.001263986,0.0006195697,0.0001177398,0.06359076,0.0003410336],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844446,0.001404932,0.0001175916,0.004313322,0.00038235,0.000560562,0.00004065657,0.0001088832,0.008627109],"genre_scores_gemma":[0.9965447,0.0004724502,0.00007187833,0.001650417,0.0003097079,0.00008204622,0.0001823275,0.00004186546,0.0006445852],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6409369,"threshold_uncertainty_score":0.9982233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008035911236017799,"score_gpt":0.263533543729271,"score_spread":0.2554976324932532,"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."}}