{"id":"W4400360968","doi":"10.4103/ijmy.ijmy_120_24","title":"Nontuberculous Mycobacteria in Human Immunodeficiency Virus","year":2024,"lang":"en","type":"article","venue":"International Journal of Mycobacteriology","topic":"Mycobacterium research and diagnosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Human immunodeficiency virus (HIV); Nontuberculous mycobacteria; Virology; Medicine; Mycobacterium avium complex; Biology; Tuberculosis; Microbiology; Mycobacterium; Pathology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007709312,0.0001897763,0.0004719888,0.0009786494,0.00003182353,0.0001331406,0.0004390488,0.0001655505,0.001788537],"category_scores_gemma":[0.0003459392,0.0001517076,0.0002797418,0.0002337738,0.0001137705,0.0003328462,0.0001304151,0.0006295767,0.0001327026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003795489,"about_ca_system_score_gemma":0.0003753392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001703569,"about_ca_topic_score_gemma":0.00003739658,"domain_scores_codex":[0.9978244,0.0001208247,0.0008924383,0.0002478665,0.0005019667,0.0004125003],"domain_scores_gemma":[0.998801,0.0002232345,0.0001636962,0.0001845194,0.000452486,0.0001750776],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001003267,0.0004149876,0.07058398,0.00007761887,0.0004446213,0.007523453,0.0004443493,0.000005470482,0.9018369,0.001888307,0.002124107,0.01365297],"study_design_scores_gemma":[0.002990584,0.002071381,0.8768368,0.001214707,0.0001004074,0.0120554,0.0001154024,0.0001118669,0.01486018,0.001473272,0.08784454,0.0003254354],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896824,0.001726471,0.00009158642,0.00221067,0.003370311,0.0001290485,0.00003701809,0.00003245286,0.00272008],"genre_scores_gemma":[0.9965182,0.001457845,0.0002459842,0.0004130158,0.001098593,0.00000979932,0.00004495971,0.00002717155,0.0001844081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8869767,"threshold_uncertainty_score":0.999124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01453234014463879,"score_gpt":0.3505347847333149,"score_spread":0.3360024445886761,"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."}}