{"id":"W2797119965","doi":"10.1373/clinchem.2018.286625","title":"Urine Lipoarabinomannan for Tuberculosis Diagnosis: Evolution and Prospects","year":2018,"lang":"en","type":"letter","venue":"Clinical Chemistry","topic":"Biosensors and Analytical Detection","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Lipoarabinomannan; Medicine; Tuberculosis; Tuberculosis diagnosis; Point-of-care testing; Intensive care medicine; Mycobacterium tuberculosis; Diagnostic test; Rapid diagnostic test; Urine; Test (biology); Emergency medicine; Immunology; Internal 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":[0.01597012,0.00122677,0.001002858,0.0027984,0.0006070417,0.00282555,0.002226687,0.004212072,0.00860826],"category_scores_gemma":[0.01753271,0.0005448426,0.001335136,0.001558161,0.00277031,0.008020101,0.001617753,0.00538406,0.004998948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002592347,"about_ca_system_score_gemma":0.004173245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002758596,"about_ca_topic_score_gemma":0.003198404,"domain_scores_codex":[0.9970175,0.00103244,0.0002925214,0.0005449137,0.0008542715,0.0002582889],"domain_scores_gemma":[0.9826474,0.006075024,0.001068628,0.0006859512,0.007141762,0.002381306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006015056,0.0003919993,0.007655276,0.001405756,0.00008461074,0.000499415,0.0001482989,0.0006484668,0.00169007,0.01368857,0.05102802,0.9221579],"study_design_scores_gemma":[0.0002050551,0.003242234,0.01372478,0.009303988,0.0003173286,0.007180229,0.0007892221,0.005797039,0.003765857,0.03426068,0.9211569,0.0002566518],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.006943122,0.8434873,0.01551757,0.1079344,0.00589514,0.0001885129,0.0003613889,0.0004352698,0.01923725],"genre_scores_gemma":[0.06148909,0.8418104,0.03325013,0.03823254,0.01771565,0.0002396914,0.0008220024,0.0002059392,0.006234493],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01597012,"threshold_uncertainty_score":0.08445913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01975831215020223,"score_gpt":0.266016167804754,"score_spread":0.2462578556545518,"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."}}