{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008516246,0.0003159944,0.00042242,0.0001134379,0.0009976357,0.0001914523,0.0002925431,0.00008605359,0.003705516],"category_scores_gemma":[0.0006677993,0.0003033038,0.0002070899,0.00008278981,0.0001268051,0.0003318247,0.000233485,0.0003118808,0.00009884556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009733557,"about_ca_system_score_gemma":0.002397011,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9602496,"about_ca_topic_score_gemma":0.9342484,"domain_scores_codex":[0.9978776,0.00004604458,0.0002817939,0.0004985739,0.0005935615,0.0007024025],"domain_scores_gemma":[0.9975343,0.0001484239,0.000156948,0.00113687,0.0001762558,0.0008471914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009061139,0.000398358,0.9708848,0.0001255046,0.0002290766,0.002676543,0.00004212796,0.000006596191,0.0004181162,0.00002696525,0.01786016,0.006425647],"study_design_scores_gemma":[0.001816273,0.0002889854,0.9498125,0.0001172973,0.000233066,0.0001806555,0.00003380392,0.00005729777,0.0001362095,0.00003749095,0.04696053,0.0003258944],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9236781,0.0003638638,0.000003172471,0.0008754312,0.002217042,0.0003719061,0.0001055945,0.0001572808,0.07222762],"genre_scores_gemma":[0.9960358,0.0001602292,0.00001629861,0.0003419915,0.0007761089,0.0001191291,0.0001903783,0.00004988525,0.002310185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07235771,"threshold_uncertainty_score":0.9999419,"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."}}