{"id":"W3024815230","doi":"10.1183/13993003.01875-2019","title":"The impact of different antibiotic treatment regimens on mortality in<i>Mycobacterium avium</i>complex pulmonary disease: a population-based cohort study","year":2020,"lang":"en","type":"letter","venue":"European Respiratory Journal","topic":"Mycobacterium research and diagnosis","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"West Park Healthcare Centre; Public Health Ontario; University of Toronto; University Health Network; Mount Sinai Hospital","funders":"Canadian Institutes of Health Research","keywords":"Ethambutol; Medicine; Mycobacterium avium complex; Rifamycin; Rifabutin; Internal medicine; Antibiotics; Cohort; Regimen; Rifampicin; Disease; Population; Intensive care medicine; Tuberculosis; Microbiology; Clarithromycin; Biology; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001545591,0.0003128186,0.0006473622,0.0006567276,0.0007910169,0.001099715,0.0005156273,0.002107011,0.003841131],"category_scores_gemma":[0.009049635,0.0003738658,0.0008951869,0.001412944,0.0003630096,0.0007726748,0.0004146583,0.002418239,0.0009043395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00136007,"about_ca_system_score_gemma":0.0006636623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00533599,"about_ca_topic_score_gemma":0.006434666,"domain_scores_codex":[0.9983037,0.0006690386,0.00017654,0.0002967504,0.0002983051,0.0002556756],"domain_scores_gemma":[0.993052,0.00264937,0.001710629,0.0007957043,0.0008189764,0.0009733472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003211926,0.0002670578,0.9736609,0.00005679129,0.0004875524,0.002457107,0.0002019547,0.0001029142,0.0003788041,0.0001501978,0.008861287,0.0101634],"study_design_scores_gemma":[0.0004011205,0.001253736,0.9835144,0.0001374791,0.0006122206,0.006979264,0.000471043,0.001103526,0.0001607134,0.0006701611,0.004620628,0.00007564345],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.976738,0.002529094,0.0002992708,0.01223321,0.0005599134,0.00005049034,0.003366496,0.00002155671,0.004201985],"genre_scores_gemma":[0.9902048,0.001102072,0.0002161041,0.004907016,0.00106603,0.00006150818,0.001294021,0.00001594749,0.00113255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00533599,"threshold_uncertainty_score":0.01284987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06154711997917952,"score_gpt":0.3379176985767354,"score_spread":0.2763705785975559,"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."}}