{"id":"W2760814996","doi":"10.3201/eid2311.170959","title":"Pulmonary versus Nonpulmonary Nontuberculous Mycobacteria, Ontario, Canada","year":2017,"lang":"en","type":"article","venue":"Emerging infectious diseases","topic":"Mycobacterium research and diagnosis","field":"Medicine","cited_by":85,"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; Medicine; Mycobacterium; Microbiology; Pulmonary disease; Intensive care medicine; Pathology; Tuberculosis; Biology; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006032306,0.0002931366,0.0002733972,0.001102445,0.001967797,0.001710056,0.0008224032,0.0003339355,0.002911652],"category_scores_gemma":[0.002753453,0.0002718675,0.0003192937,0.002351875,0.0009071148,0.0005317233,0.0006558867,0.0005270783,0.000204019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03720544,"about_ca_system_score_gemma":0.04446343,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.995165,"about_ca_topic_score_gemma":0.9988564,"domain_scores_codex":[0.9989111,0.00007764332,0.00006859675,0.0001366673,0.0003347792,0.0004712799],"domain_scores_gemma":[0.9969416,0.0001391645,0.0006980449,0.00004596033,0.001167134,0.00100792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005321772,0.00005137256,0.9681739,0.0004170122,0.00008682726,0.0004665718,0.001597837,0.0004103591,0.001861215,0.0007043116,0.007040353,0.01865807],"study_design_scores_gemma":[0.00002657328,0.00005126938,0.9913943,0.0002032343,0.00005096543,0.0002108966,0.001786409,0.0003214529,0.0002006862,0.000059091,0.005682493,0.00001255284],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9386795,0.02034549,0.0004168414,0.005220867,0.0001746993,0.0001248516,0.01122171,0.000039085,0.02377701],"genre_scores_gemma":[0.9890323,0.005006689,0.0002987735,0.0005908313,0.00003522704,0.00001372003,0.001383277,0.00001228103,0.003626726],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03720544,"threshold_uncertainty_score":0.2699456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01451846103162822,"score_gpt":0.2747646192490801,"score_spread":0.2602461582174519,"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."}}