{"id":"W2767225271","doi":"10.1378/chest.126.1.286","title":"Management and Outcomes of Pulmonary Mycobacterium Avium Complex at an Academic Centre","year":2004,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Mycobacterium research and diagnosis","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Mycobacterium avium complex; Mycobacterium; Microbiology; Intensive care medicine; Immunology; Pathology; Tuberculosis","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":[],"consensus_categories":[],"category_scores_codex":[0.0002411787,0.0001509665,0.0003219898,0.0001492358,0.000109897,0.00002581014,0.000130462,0.0000865988,0.0005200715],"category_scores_gemma":[0.0000468685,0.0001155849,0.00008966694,0.00009677183,0.0001097568,0.0002179518,0.0001344055,0.0003784595,0.00003284644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001585624,"about_ca_system_score_gemma":0.00005080933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000125988,"about_ca_topic_score_gemma":0.000003100935,"domain_scores_codex":[0.9986809,0.00003856126,0.0003373417,0.0001830169,0.0003891906,0.000370918],"domain_scores_gemma":[0.9989532,0.00003681609,0.0001213503,0.0002022887,0.00008563782,0.0006007365],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002990972,0.0002788041,0.9646906,0.0003884375,0.0001271766,0.0008311176,0.0002539745,0.000001879621,0.02795718,0.0001186206,0.0007654157,0.004287738],"study_design_scores_gemma":[0.0017493,0.0001640186,0.9866802,0.0001580624,0.00009296223,0.0008981891,0.0002696234,0.000009845925,0.0031127,0.0003057287,0.006452945,0.0001064015],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934799,0.0004105046,0.00003397963,0.003866718,0.0001127447,0.0001924232,0.00001612414,0.0000188939,0.00186871],"genre_scores_gemma":[0.9951642,0.00209966,0.001392405,0.0003762038,0.000219678,0.00000356053,0.0000319169,0.00001951833,0.0006928318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02484448,"threshold_uncertainty_score":0.5694418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03693813600098658,"score_gpt":0.3143675039869728,"score_spread":0.2774293679859863,"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."}}