{"id":"W2468868796","doi":"10.1097/ipc.0000000000000418","title":"Co-Recovery of Mycobacterium avium Complex and Mycobacterium tuberculosis in Patients With Pulmonary Tuberculosis","year":2016,"lang":"en","type":"article","venue":"Infectious Diseases in Clinical Practice","topic":"Mycobacterium research and diagnosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Smiths Detection (Canada)","funders":"","keywords":"Medicine; Sputum; Tuberculosis; Mycobacterium tuberculosis; Discontinuation; Mycobacterium avium complex; Internal medicine; Disease; Incidence (geometry); Sputum culture; Acid-fast; Mycobacterium; Predictive value; Pulmonary tuberculosis; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001015102,0.0003869685,0.00102124,0.0004363983,0.00006167401,0.00005493633,0.0001570352,0.0002838426,0.0006380969],"category_scores_gemma":[0.01205914,0.0002710325,0.0002318484,0.0005666987,0.000524302,0.0011308,0.000155903,0.0005267134,0.00007793784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002565795,"about_ca_system_score_gemma":0.0002862151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004729618,"about_ca_topic_score_gemma":0.00007802095,"domain_scores_codex":[0.9955236,0.0008403293,0.001407959,0.0008320567,0.0007372417,0.0006588348],"domain_scores_gemma":[0.9894407,0.008180665,0.0004585504,0.000716391,0.0005184367,0.0006852252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008529694,0.007162631,0.9592923,0.0003847623,0.0002591005,0.0001867165,0.00002093267,0.000001081495,0.0004642884,0.00001777615,0.0006439953,0.02303672],"study_design_scores_gemma":[0.007454663,0.003027672,0.9856967,0.000617374,0.0003915708,0.00004848733,0.00003392013,0.000009865439,0.00006819952,0.00009991659,0.002206696,0.0003448736],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911743,0.0002077483,0.0000170027,0.001895776,0.0002800526,0.001048687,0.0004223565,0.00007123216,0.004882867],"genre_scores_gemma":[0.9954676,0.002507478,0.0001751054,0.00129208,0.0002137908,0.0001267834,0.0001270708,0.0000593865,0.00003072342],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02640446,"threshold_uncertainty_score":0.9999742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02170190313886479,"score_gpt":0.3481997862820407,"score_spread":0.326497883143176,"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."}}