{"id":"W4367608607","doi":"10.1164/ajrccm-conference.2023.207.1_meetingabstracts.a2972","title":"Validating the BACES Mortality Score in Canadian Patients With Nontuberculous Mycobacterial Pulmonary Disease","year":2023,"lang":"en","type":"article","venue":"","topic":"Mycobacterium research and diagnosis","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Western Hospital; University of Toronto; University of British Columbia","funders":"","keywords":"Nontuberculous mycobacteria; Pulmonary disease; Medicine; Disease; Internal medicine; Tuberculosis; Mycobacterium; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002813476,0.0007576076,0.0007657573,0.002038376,0.002760516,0.001979795,0.00213929,0.0009745014,0.002713692],"category_scores_gemma":[0.01054629,0.0003297036,0.0007834933,0.002233286,0.0007939009,0.0007322908,0.001386641,0.001534905,0.000614443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0204695,"about_ca_system_score_gemma":0.02886078,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9293278,"about_ca_topic_score_gemma":0.9645863,"domain_scores_codex":[0.9976385,0.0002626129,0.0001901775,0.0002507419,0.0009316636,0.0007263876],"domain_scores_gemma":[0.9931073,0.0005043473,0.0007108746,0.0001718782,0.004481042,0.001024496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000135737,0.00005569675,0.9896718,0.00003500217,0.00005821415,0.00007439024,0.0002146327,0.000274263,0.000199413,0.0001447354,0.003805709,0.005330438],"study_design_scores_gemma":[0.00002298305,0.00007325162,0.9934641,0.00007912634,0.00007526306,0.0001679818,0.001048522,0.001523384,0.0001823228,0.00009196419,0.003249703,0.00002134421],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.977358,0.00103167,0.0005817635,0.001932309,0.0001924393,0.0001547969,0.006982194,0.00004162038,0.01172527],"genre_scores_gemma":[0.9933009,0.0005206951,0.001085202,0.0004284471,0.00006622301,0.00006084423,0.003539023,0.00001411323,0.0009845332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07067221,"threshold_uncertainty_score":0.1485173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02571368596831384,"score_gpt":0.2812292003604395,"score_spread":0.2555155143921257,"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."}}