{"id":"W4367601526","doi":"10.1164/ajrccm-conference.2023.207.1_meetingabstracts.a2959","title":"Computer-aided Detection Chest X-ray Findings in People With Culture-confirmed Pulmonary Tuberculosis Versus Non-tuberculous Mycobacteria Infection in a Low-TB Incidence Setting","year":2023,"lang":"en","type":"article","venue":"","topic":"Mycobacterium research and diagnosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; University of Ottawa; McGill University","funders":"","keywords":"Incidence (geometry); Tuberculosis; Pulmonary tuberculosis; Medicine; 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":[0.0006500695,0.0003226508,0.0005737358,0.001413127,0.0004936794,0.001369535,0.0004049427,0.0007810966,0.002939995],"category_scores_gemma":[0.005482321,0.0003275752,0.0005193002,0.0007614038,0.0005687482,0.0008880757,0.0008745189,0.0006086535,0.0004043633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000444995,"about_ca_system_score_gemma":0.0003067896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005843495,"about_ca_topic_score_gemma":0.006002952,"domain_scores_codex":[0.9993043,0.0002015341,0.00009865717,0.0001069164,0.0001022748,0.0001863338],"domain_scores_gemma":[0.9977021,0.000898273,0.0007697737,0.00005676066,0.0002068282,0.000366282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007921219,0.0001487007,0.997331,0.00002228072,0.00003292005,0.0001682473,0.0002265517,0.00002484168,0.0002544771,0.00001678911,0.00004080994,0.0009412317],"study_design_scores_gemma":[0.00002350314,0.0005907816,0.9970217,0.00001301037,0.00004740911,0.0005417516,0.001391846,0.0002002647,0.00007804247,0.00003041394,0.00005552998,0.000005651211],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994431,0.0001414667,0.00001344828,0.00002693186,0.000004318089,0.000004177237,0.00006895239,9.532895e-7,0.0002967242],"genre_scores_gemma":[0.9997674,0.00004566712,0.00001337639,0.00002023015,0.000007432172,0.00000276177,0.00005423295,6.983954e-7,0.00008827678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005843495,"threshold_uncertainty_score":0.01161897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01112323897620515,"score_gpt":0.2674042022142776,"score_spread":0.2562809632380725,"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."}}