{"id":"W4379417113","doi":"10.3201/eid2907.230216","title":"Pulmonary Nontuberculous Mycobacteria, Ontario, Canada, 2020","year":2023,"lang":"en","type":"article","venue":"Emerging infectious diseases","topic":"Mycobacterium research and diagnosis","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nontuberculous mycobacteria; Mycobacterium avium complex; Lung disease; Medicine; Mycobacterium; Pulmonary disease; Mycobacterium avium-intracellulare infection; Microbiology; Lung; Internal medicine; Tuberculosis; Biology; 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":[0.00009249067,0.0002382996,0.0003390707,0.0001770877,0.0002433632,0.00005473639,0.0001091893,0.00006259033,0.004966149],"category_scores_gemma":[0.0003490473,0.0002274425,0.000162844,0.000654353,0.00004551141,0.0001249312,0.0001162314,0.0002351081,0.0004066913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006775096,"about_ca_system_score_gemma":0.001953883,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9100166,"about_ca_topic_score_gemma":0.8793731,"domain_scores_codex":[0.9980257,0.00005347704,0.0002634742,0.0004116496,0.0005540714,0.0006916075],"domain_scores_gemma":[0.9985253,0.0001526953,0.0000541204,0.0004065143,0.0001276122,0.000733801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009310742,0.0001674605,0.8422284,0.0001305597,0.0001245553,0.002291234,0.00007130257,0.00002662805,0.0007118303,0.00001718387,0.1516724,0.002465338],"study_design_scores_gemma":[0.0005835537,0.0001365079,0.9319015,0.00008541367,0.000123615,0.000188757,0.00005411911,0.0001273509,0.0001201771,0.00007793886,0.06636284,0.0002382188],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9785321,0.0002622617,0.00000258403,0.001222232,0.0008688044,0.0003581786,0.0001237684,0.0005206729,0.01810938],"genre_scores_gemma":[0.9927682,0.0002539607,0.000005755421,0.0007569131,0.0005742874,0.0001537124,0.0005125412,0.00004697556,0.00492769],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08967315,"threshold_uncertainty_score":0.9959434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007689672832081462,"score_gpt":0.2469569637289747,"score_spread":0.2392672908968932,"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."}}