{"id":"W2397317646","doi":"","title":"Rapid molecular diagnosis of tuberculous meningitis using the Gen-probe Amplified Mycobacterium Tuberculosis direct test in a large Canadian public health laboratory.","year":2002,"lang":"en","type":"article","venue":"PubMed","topic":"Infectious Diseases and Tuberculosis","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Health and Long Term Care","funders":"","keywords":"Medicine; Tuberculous meningitis; Mycobacterium tuberculosis; Tuberculosis; Gold standard (test); Internal medicine; Meningitis; Epidemiology; Mycobacterium tuberculosis complex; Retrospective cohort study; Surgery; Pediatrics; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001705932,0.0005273379,0.000276502,0.001246708,0.00120155,0.0007758918,0.0008349848,0.0004666935,0.001126955],"category_scores_gemma":[0.005815646,0.0003603509,0.0002239523,0.001095449,0.0007645229,0.0003458917,0.0005564054,0.0005045612,0.0002335249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008696236,"about_ca_system_score_gemma":0.01041694,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7834015,"about_ca_topic_score_gemma":0.7745221,"domain_scores_codex":[0.9977602,0.0002517576,0.00009889818,0.0002983384,0.001228975,0.0003617859],"domain_scores_gemma":[0.9974059,0.0003611529,0.0004745197,0.00007534567,0.001296793,0.0003861425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002480867,0.00008521827,0.982165,0.00009718318,0.00003974482,0.001176811,0.0003808571,0.0001213397,0.003110853,0.00004523845,0.0007140344,0.01181556],"study_design_scores_gemma":[0.00003071546,0.0003106983,0.9934781,0.00003752918,0.00004135662,0.001959711,0.0005712182,0.0006365936,0.001219661,0.00001388482,0.001684627,0.00001598248],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949993,0.001673819,0.0006259339,0.0002370645,0.00002491498,0.000106647,0.0007278586,0.00004206302,0.001562365],"genre_scores_gemma":[0.9981151,0.0003234938,0.0006855185,0.0001062916,0.000006965809,0.00001415452,0.0004702414,0.000003714842,0.0002744642],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2165985,"threshold_uncertainty_score":0.4357482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02878852438485359,"score_gpt":0.2373046717767559,"score_spread":0.2085161473919024,"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."}}