{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009136223,0.0003462409,0.0006804299,0.000570891,0.0002828698,0.00009554858,0.000197204,0.0001651059,0.0004873863],"category_scores_gemma":[0.0008189802,0.0002913276,0.0002635023,0.001636224,0.0001059721,0.0001737337,0.00006693248,0.0003229071,0.00001246832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000976205,"about_ca_system_score_gemma":0.0003756642,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05415229,"about_ca_topic_score_gemma":0.0312029,"domain_scores_codex":[0.9966122,0.0002771731,0.0006518512,0.0005174888,0.0004392817,0.001502035],"domain_scores_gemma":[0.9976557,0.0001833033,0.0002023451,0.0006889306,0.000267896,0.001001753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001932532,0.001253851,0.9641848,0.0003523259,0.0004362506,0.0002194311,0.000949389,0.00001171108,0.0002562679,0.0002076413,0.00201849,0.03009056],"study_design_scores_gemma":[0.00219682,0.0001886341,0.9700323,0.0001276685,0.0003072749,0.00009930453,0.000255181,0.0007673962,0.001412957,0.00001978297,0.02407929,0.000513414],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9769532,0.00645398,0.00001615459,0.01068202,0.0002468771,0.002289993,0.0006218173,0.00009380247,0.002642141],"genre_scores_gemma":[0.9930128,0.00116892,0.00006816843,0.003561523,0.0001290564,0.001895808,0.00005423372,0.00008082225,0.0000287029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02957714,"threshold_uncertainty_score":0.9999539,"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."}}