{"id":"W1996366418","doi":"10.1016/j.tube.2009.12.003","title":"Evaluation of 24 locus MIRU-VNTR genotyping of Mycobacterium tuberculosis isolates in Canada","year":2010,"lang":"en","type":"article","venue":"Tuberculosis","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; BC Centre for Disease Control; Institut National de Santé Publique du Québec; University of Manitoba; Saskatchewan Disease Control Laboratory; Health Sciences Centre; Canadian Science Centre for Human and Animal Health","funders":"Public Health Agency of Canada","keywords":"Genotyping; Locus (genetics); Typing; Biology; Genetics; Mycobacterium tuberculosis complex; Mycobacterium tuberculosis; Restriction fragment length polymorphism; Tuberculosis; Genotype; Medicine; Gene","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001256789,0.000311341,0.0003878242,0.002249449,0.002412487,0.001399895,0.001146239,0.0005134952,0.001576319],"category_scores_gemma":[0.006101328,0.0003735926,0.0002542696,0.002746844,0.0005557037,0.0002186484,0.0004843661,0.0004628566,0.0002329008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02472875,"about_ca_system_score_gemma":0.03573751,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9901455,"about_ca_topic_score_gemma":0.9930814,"domain_scores_codex":[0.997506,0.0003176585,0.0001363296,0.0002743116,0.001201352,0.0005643963],"domain_scores_gemma":[0.9947352,0.0004713683,0.0003943862,0.00006965728,0.003612506,0.0007169158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007695698,0.0001484771,0.9505001,0.0001105425,0.00008630679,0.0006469815,0.002808852,0.001081948,0.01050051,0.0004213321,0.001837171,0.03108834],"study_design_scores_gemma":[0.00002572859,0.0001508271,0.9900824,0.00005163521,0.00005300256,0.0003153658,0.002257833,0.001128359,0.002281856,0.00003816692,0.003595516,0.00001941959],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992409,0.0009436901,0.000359518,0.0006060613,0.00002661294,0.00006590296,0.001623762,0.0000188031,0.003946692],"genre_scores_gemma":[0.9966033,0.0004412594,0.0005475638,0.0002048851,0.000005542138,0.00001381478,0.0004785931,0.000008926827,0.001696167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02472875,"threshold_uncertainty_score":0.1794205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0287212604346671,"score_gpt":0.305903109475449,"score_spread":0.2771818490407819,"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."}}