{"id":"W6959692766","doi":"10.11575/prism/44662","title":"Is Universal Screening Necessary? Incidence of Tuberculosis among Tibetan Refugees Arriving in Calgary, Alberta","year":2016,"lang":"en","type":"other","venue":"University of Calgary","topic":"Advances in Cucurbitaceae Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Refugee; Incidence (geometry); Tuberculosis; Active tuberculosis; Chest radiograph; Cohort; History of tuberculosis; Retrospective cohort study","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004326305,0.0002482062,0.0002532913,0.0007924531,0.000927233,0.001047914,0.001278479,0.0004438345,0.001735037],"category_scores_gemma":[0.001263145,0.0002362284,0.0002208844,0.001755076,0.0007852082,0.0002539479,0.0006209246,0.000608344,0.0001849769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007845527,"about_ca_system_score_gemma":0.008134964,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9158831,"about_ca_topic_score_gemma":0.9453027,"domain_scores_codex":[0.9994817,0.00003691781,0.0000297819,0.00005977507,0.000152094,0.0002396489],"domain_scores_gemma":[0.9992166,0.00004581924,0.0002487103,0.00002897438,0.000179734,0.0002802059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006527555,0.00001923229,0.9944538,0.00002769257,0.00001589806,0.0002177524,0.0003475583,0.0000385995,0.000137632,0.00004550718,0.0007397112,0.003891266],"study_design_scores_gemma":[0.000005248322,0.00002191548,0.997675,0.00004098586,0.00001124007,0.0001291826,0.001683761,0.00008062714,0.00001943956,0.00001671329,0.0003113204,0.00000461537],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963549,0.0009756053,0.00003634967,0.0003865146,0.00001806116,0.00001454251,0.0009054579,0.000008176386,0.001300448],"genre_scores_gemma":[0.9980515,0.0007342331,0.00006017191,0.0001394033,0.00001131732,0.000005791288,0.0005284419,0.000002324324,0.0004668612],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08411694,"threshold_uncertainty_score":0.1692246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007187948314681248,"score_gpt":0.257334345083306,"score_spread":0.2501463967686248,"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."}}