{"id":"W3044332143","doi":"10.3201/eid2609.190524","title":"Costs Associated with Nontuberculous Mycobacteria Infection, Ontario, Canada, 2001–2012","year":2020,"lang":"en","type":"article","venue":"Emerging infectious diseases","topic":"Mycobacterium research and diagnosis","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"West Park Healthcare Centre; Public Health Ontario; University of Toronto; University Health Network","funders":"","keywords":"Nontuberculous mycobacteria; Mycobacterium avium complex; Mycobacterium Infections; Microbiology; Medicine; Coinfection; Tuberculosis; Mycobacterium; Virology; Biology; Human immunodeficiency virus (HIV); Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008030443,0.0003137279,0.0004568346,0.0001010237,0.0002630465,0.0000802879,0.00008289901,0.00008279174,0.005575204],"category_scores_gemma":[0.000979882,0.000273334,0.0001217364,0.0005472234,0.00006272428,0.0002526851,0.00006093338,0.0003471374,0.000058928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001597394,"about_ca_system_score_gemma":0.002832257,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9020235,"about_ca_topic_score_gemma":0.9793426,"domain_scores_codex":[0.9978521,0.00009865728,0.0002899616,0.0004442575,0.0006147791,0.0007002457],"domain_scores_gemma":[0.9978227,0.0001533151,0.0001212088,0.0002680941,0.0003455172,0.001289177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002271224,0.0002905256,0.8566558,0.00006775786,0.0003598167,0.0002584195,0.0001166527,0.00003688569,0.0001853656,0.000008972169,0.1413234,0.0004692826],"study_design_scores_gemma":[0.001998429,0.0007437654,0.9568679,0.0001592969,0.0003399266,0.00004222808,0.00001994666,0.00007123932,0.000132386,0.000005132741,0.03929898,0.0003207865],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899158,0.0001842483,0.0000409291,0.001884154,0.0003247257,0.0005206813,0.0001282118,0.000362856,0.006638332],"genre_scores_gemma":[0.9951903,0.0000798737,0.000009353703,0.003160563,0.0003816112,0.0001068421,0.0003870553,0.00005594745,0.0006284454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1020244,"threshold_uncertainty_score":0.9999719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01209941879347163,"score_gpt":0.2382865295486876,"score_spread":0.226187110755216,"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."}}