{"id":"W3109318458","doi":"10.5281/zenodo.4295880","title":"Direct detection of Mycobacterium tuberculosis with nitrate reductase assay and microscopic observation drug susceptibility","year":2021,"lang":"en","type":"article","venue":"European Journal of Biological Research","topic":"Hermeneutics and Narrative Identity","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fogarty International Center; National Institutes of Health; African Population and Health Research Center; International Development Research Centre","keywords":"Isoniazid; Streptomycin; Rifampicin; Mycobacterium tuberculosis; Tuberculosis; Sputum; Medicine; Nitrate reductase; Drug resistance; Microbiology; Drug; Antibiotics; Pharmacology; Internal medicine; Chemistry; Biology; Pathology; Enzyme; Biochemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001118154,0.0004647144,0.0006139161,0.001308137,0.0001718866,0.0004050971,0.0003561421,0.0005419475,0.001257407],"category_scores_gemma":[0.001593837,0.0003969858,0.0004967388,0.0005202437,0.0003913073,0.0003380207,0.0005641171,0.0004000436,0.0007219799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002162183,"about_ca_system_score_gemma":0.0002439047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001830762,"about_ca_topic_score_gemma":0.002974102,"domain_scores_codex":[0.9982088,0.0005210745,0.0001308564,0.0002742121,0.0007321833,0.0001328646],"domain_scores_gemma":[0.9992303,0.0002208585,0.0001672646,0.00007557734,0.0002410273,0.00006509385],"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":[0.001180595,0.000265887,0.1279345,0.0004940122,0.0001263181,0.0004434422,0.0004189681,0.0002699369,0.8296382,0.0002076374,0.000428918,0.03859163],"study_design_scores_gemma":[0.0001053556,0.006403076,0.4555272,0.0001697464,0.0004008044,0.01000143,0.0005996676,0.009033532,0.5080917,0.0004344529,0.009120338,0.0001127961],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9627269,0.006707428,0.01958567,0.0001995796,0.0001388968,0.0002031634,0.0008960703,0.0003450166,0.009197338],"genre_scores_gemma":[0.9584383,0.002096303,0.03363388,0.0001169836,0.00005081123,0.0001266623,0.000889724,0.00002211223,0.004625116],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001830762,"threshold_uncertainty_score":0.005913436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1142088281847418,"score_gpt":0.3115999761146018,"score_spread":0.19739114792986,"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."}}