{"id":"W2064888178","doi":"10.3201/eid1911.130737","title":"Pulmonary Nontuberculous Mycobacterial Disease, Ontario, Canada, 1998–2010","year":2013,"lang":"en","type":"article","venue":"Emerging infectious diseases","topic":"Mycobacterium research and diagnosis","field":"Medicine","cited_by":219,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network; Mount Sinai Hospital","funders":"","keywords":"Nontuberculous mycobacteria; Pulmonary disease; Medicine; Lung disease; Disease; Mycobacterium avium complex; Tuberculosis; Internal medicine; Mycobacterium; Pathology; Lung","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":[0.00005783814,0.0003469551,0.0004118404,0.0001672479,0.0002899394,0.0001315224,0.0001515948,0.00007401097,0.0112649],"category_scores_gemma":[0.0003308287,0.0003125697,0.0002241662,0.0002503306,0.00008389644,0.0003124233,0.0001207978,0.0003037772,0.0004691923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008251716,"about_ca_system_score_gemma":0.002560714,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9589672,"about_ca_topic_score_gemma":0.7905105,"domain_scores_codex":[0.9975855,0.00007148016,0.0003548351,0.0005134517,0.0006733154,0.0008014584],"domain_scores_gemma":[0.9973346,0.0001351326,0.00008548438,0.0005821871,0.0001813808,0.001681192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001800371,0.000483147,0.8973424,0.0001496814,0.0001359715,0.0005391649,0.00004172338,0.00001177038,0.0006422429,0.00002120558,0.09790132,0.002551267],"study_design_scores_gemma":[0.0008535849,0.00013696,0.9632938,0.0001066068,0.0002135008,0.00008220447,0.00002425356,0.0001179013,0.00005657068,0.0001736329,0.03460049,0.0003404777],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856561,0.0004884399,0.000006466394,0.001156555,0.001570915,0.0008567153,0.0001434796,0.0002599312,0.009861337],"genre_scores_gemma":[0.9930124,0.0001036941,0.00001710868,0.001223642,0.0009713605,0.000459526,0.0004532265,0.00005764807,0.003701347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1684567,"threshold_uncertainty_score":0.9999326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006779963862972356,"score_gpt":0.2218166871781992,"score_spread":0.2150367233152268,"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."}}