{"id":"W2019719547","doi":"10.1111/resp.12001","title":"Computed tomography imaging for <i>Mycobacterium xenopi</i> infections, a clearer path for diagnosis?","year":2012,"lang":"en","type":"letter","venue":"Respirology","topic":"Mycobacterium research and diagnosis","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Bronchiectasis; Nontuberculous mycobacteria; Mycobacterium kansasii; Intensive care medicine; Mycobacterium avium complex; Internal medicine; Mycobacterium; Pathology; Tuberculosis; Lung","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005387001,0.0006192856,0.001247574,0.0008838771,0.000252104,0.00009314071,0.0003056033,0.001218902,0.0003731865],"category_scores_gemma":[0.0007439308,0.0005674078,0.0009296673,0.0003336571,0.0002279301,0.0001469287,0.0001665883,0.00150296,0.00009609855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001501647,"about_ca_system_score_gemma":0.0002502878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000864031,"about_ca_topic_score_gemma":0.00001483018,"domain_scores_codex":[0.9959622,0.0002502137,0.0006820119,0.0009141323,0.0003664441,0.001824974],"domain_scores_gemma":[0.995244,0.0026275,0.0003103538,0.0008648519,0.00055045,0.0004028217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005236027,0.0002865558,0.1374018,0.001542498,0.0003291033,0.00009726413,0.00002966766,2.082182e-7,0.0002819167,0.00002940496,0.8561582,0.003319801],"study_design_scores_gemma":[0.003013461,0.001771615,0.02078287,0.0002170359,0.0006069904,0.0001660593,0.000004739602,0.0000406778,0.0002893405,0.0002248079,0.9723963,0.0004861135],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01653182,0.006090837,0.002749162,0.9590129,0.003753452,0.008048545,0.002452139,0.0005549928,0.0008062023],"genre_scores_gemma":[0.01413856,0.000618764,0.00258486,0.9379197,0.02520914,0.01207116,0.006363026,0.000366131,0.000728633],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1166189,"threshold_uncertainty_score":0.9996777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02344619124691715,"score_gpt":0.2993968676186879,"score_spread":0.2759506763717707,"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."}}