{"id":"W2898046233","doi":"10.14745/ccdr.v44i10a04","title":"Results of a population screening intervention for tuberculosis in a Nunavik village, Quebec, 2015–2016","year":2018,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nunavik Regional Board of Health and Social Services","funders":"Institut National de Santé Publique du Québec; Public Health Agency of Canada; McGill University","keywords":"Medicine; Tuberculin; Contact tracing; Tuberculosis; Population; Active tuberculosis; Latent tuberculosis; History of tuberculosis; Outbreak; Pediatrics; Environmental health; Internal medicine; Mycobacterium tuberculosis; Disease; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.001417133,0.0005218108,0.0004515895,0.0003722361,0.003393571,0.0007292945,0.001181657,0.0004712986,0.002750914],"category_scores_gemma":[0.002955635,0.0002821462,0.0005161724,0.0006536171,0.0007442027,0.0002953294,0.001117941,0.0005760336,0.0003196427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03066655,"about_ca_system_score_gemma":0.03418223,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9853389,"about_ca_topic_score_gemma":0.9924005,"domain_scores_codex":[0.9988278,0.0003353539,0.00003732873,0.0001736029,0.0001972642,0.0004285735],"domain_scores_gemma":[0.9978179,0.0001578453,0.0001740187,0.00006926818,0.00107533,0.0007056486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004632516,0.004953497,0.7827361,0.001100822,0.0004289515,0.001405763,0.0160033,0.002221728,0.008802166,0.0004723749,0.02110771,0.1561351],"study_design_scores_gemma":[0.000438548,0.001520315,0.9871002,0.0001292152,0.0001086936,0.00005525076,0.004487557,0.0008442209,0.0005149218,0.0000574779,0.004710087,0.0000335382],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986564,0.0005384854,0.0005012541,0.001000641,0.00005410163,0.002268089,0.00302244,0.00005803577,0.005992913],"genre_scores_gemma":[0.990324,0.0002595434,0.001215301,0.0005118656,0.00001330867,0.001166899,0.001455558,0.000009588387,0.005043816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03066655,"threshold_uncertainty_score":0.2225024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03077723993256048,"score_gpt":0.350953850334596,"score_spread":0.3201766104020355,"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."}}