{"id":"W4403932076","doi":"10.1016/j.lana.2024.100916","title":"Opportunities for tuberculosis elimination in the Canadian Arctic: cost-effectiveness of community-wide screening in a remote Arctic community","year":2024,"lang":"en","type":"article","venue":"The Lancet Regional Health - Americas","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nunavut Research Institute; Government of Nunavut; Public Health Agency of Canada; Ottawa Hospital; Cégep de l'Outaouais; Université du Québec en Outaouais; University of Ottawa","funders":"","keywords":"Arctic; The arctic; Tuberculosis; Geography; Environmental planning; Environmental health; Medicine; Environmental resource management; Environmental science; Oceanography; Ecology; Biology; 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":[0.00425431,0.001176122,0.00101192,0.0007829496,0.001200813,0.001515709,0.001414117,0.001174028,0.003279633],"category_scores_gemma":[0.01442382,0.0003471579,0.002198217,0.0008741215,0.0007648261,0.0007023083,0.001384553,0.001311459,0.0001067426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02489076,"about_ca_system_score_gemma":0.03561579,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8234373,"about_ca_topic_score_gemma":0.8084021,"domain_scores_codex":[0.9964843,0.001980223,0.00006411795,0.0002541361,0.0004177319,0.0007994038],"domain_scores_gemma":[0.9950646,0.002931103,0.0004630412,0.0001099167,0.0005649762,0.0008663827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.008240773,0.001586706,0.07478207,0.001605301,0.002207241,0.0004302716,0.0003547643,0.8062881,0.0009822111,0.006922842,0.00313945,0.09346034],"study_design_scores_gemma":[0.002046467,0.005624593,0.09064759,0.001313264,0.003404108,0.0003813221,0.001894445,0.8799776,0.0008756599,0.008852538,0.004804431,0.0001780156],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9742847,0.004227954,0.005589579,0.004089593,0.00009219503,0.0005689855,0.00134232,0.00007212914,0.009732491],"genre_scores_gemma":[0.9964257,0.000752885,0.001961141,0.0001825975,0.00001183751,0.00006844258,0.0002456356,0.000004095306,0.0003477187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1765627,"threshold_uncertainty_score":0.3552051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3833304716488961,"score_gpt":0.4690781455317148,"score_spread":0.08574767388281873,"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."}}