{"id":"W2012416775","doi":"10.1093/cid/ciq237","title":"Clinical and Microbiologic Outcomes in Patients Receiving Treatment for Mycobacterium abscessus Pulmonary Disease","year":2011,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Mycobacterium research and diagnosis","field":"Medicine","cited_by":430,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Alberta Health Services","funders":"","keywords":"Medicine; Mycobacterium abscessus; Bronchiectasis; Sputum culture; Sputum; Antibiotics; Surgery; Internal medicine; Retrospective cohort study; Respiratory disease; Medical record; Mycobacterium; Lung; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000776401,0.0002294507,0.0006694184,0.0005849553,0.0006948542,0.0008923201,0.0002939832,0.0006563237,0.001084435],"category_scores_gemma":[0.004212547,0.0002184455,0.0005144905,0.0007853291,0.0004502677,0.000579091,0.0004641894,0.0008129036,0.0001902141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005700446,"about_ca_system_score_gemma":0.000492103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001099865,"about_ca_topic_score_gemma":0.001580224,"domain_scores_codex":[0.9991794,0.000246893,0.0001166821,0.0001088877,0.0001460984,0.0002018686],"domain_scores_gemma":[0.9953387,0.0007844212,0.002541396,0.00009463356,0.0003089395,0.0009317778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001710765,0.00006114772,0.998745,0.000006273983,0.00002044359,0.0001743417,0.00004590698,0.00002337528,0.0001131508,0.000004982939,0.00003531895,0.0005989386],"study_design_scores_gemma":[0.00003073589,0.0007594636,0.9970403,0.00001440734,0.00003798968,0.001417235,0.0003071393,0.0001590644,0.00007525652,0.00002019131,0.0001304056,0.00000786749],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994741,0.0002320936,0.00002289719,0.0000391924,0.000005259888,0.000006041992,0.00005940035,9.903973e-7,0.0001600296],"genre_scores_gemma":[0.9996697,0.00008483178,0.00002854848,0.00002750554,0.00001812488,0.00000745982,0.0001366939,7.071425e-7,0.00002646134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001099865,"threshold_uncertainty_score":0.004135966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08237177643255766,"score_gpt":0.3838007089888734,"score_spread":0.3014289325563158,"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."}}