{"id":"W2556103347","doi":"10.5588/ijtld.16.0421","title":"Evaluation of OMNIgene<SUP>®</SUP>•SPUTUM-stabilised sputum for long-term transport and Xpert<SUP>®</SUP> MTB/RIF testing in Nepal","year":2016,"lang":"en","type":"article","venue":"The International Journal of Tuberculosis and Lung Disease","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Outotec (Canada)","funders":"Secretário de Ciência, Tecnologia e Ensino Superior, Governo do Estado de Parana; DNA Genotek","keywords":"Medicine; Sputum; Tuberculosis; Mycobacterium tuberculosis; Internal medicine; Pulmonary tuberculosis; Gastroenterology; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0045721,0.0006372459,0.0005094813,0.0003708793,0.0003440229,0.0006216188,0.001221639,0.000617629,0.001206078],"category_scores_gemma":[0.004236628,0.0003513714,0.0004897,0.0003431111,0.0006884246,0.0004177122,0.0007876888,0.0003943361,0.0002651395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001358839,"about_ca_system_score_gemma":0.001774875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002859819,"about_ca_topic_score_gemma":0.004499855,"domain_scores_codex":[0.9967579,0.001713889,0.0002186036,0.0004636415,0.0006466343,0.0001992627],"domain_scores_gemma":[0.9973204,0.0007714815,0.0006315008,0.0001594203,0.0006408558,0.0004763437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1629056,0.02954379,0.4018021,0.003489675,0.0007732078,0.001178369,0.003105501,0.00189962,0.1375938,0.000185024,0.0009260273,0.2565973],"study_design_scores_gemma":[0.003303358,0.5150061,0.430391,0.0001546978,0.000813231,0.00105936,0.001253221,0.003258705,0.04191949,0.0000542001,0.002721922,0.00006474319],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987938,0.0002258762,0.0003364387,0.0000378579,0.000008485593,0.0002064173,0.00005849796,0.000009114171,0.000323486],"genre_scores_gemma":[0.9947062,0.0004214303,0.003545356,0.00006352134,0.00001466825,0.0003392727,0.000411371,0.00000885703,0.0004891979],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0045721,"threshold_uncertainty_score":0.02417982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04099673104749323,"score_gpt":0.3442379337733996,"score_spread":0.3032412027259064,"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."}}