{"id":"W7161975341","doi":"10.82308/37463","title":"Tuberculosis infection prevalence among foreign-born Canadian residents: A modelling study","year":2023,"lang":"en","type":"dissertation","venue":"","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ile de france; Public health; Tuberculosis; Medical screening","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":[0.001193391,0.0008897544,0.0008110096,0.0008782914,0.002090431,0.00130411,0.002214675,0.001003754,0.003167168],"category_scores_gemma":[0.002265783,0.0005515886,0.001689774,0.001952552,0.0005441798,0.0003483111,0.0006715699,0.0008383288,0.0005402536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01372114,"about_ca_system_score_gemma":0.01810759,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9841096,"about_ca_topic_score_gemma":0.9812033,"domain_scores_codex":[0.999571,0.00008859761,0.00002106458,0.00009740125,0.00007580975,0.000146095],"domain_scores_gemma":[0.9990995,0.0002802046,0.000106711,0.00008559199,0.0003027499,0.0001252332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0009742408,0.0006459784,0.9100184,0.0004139106,0.001022023,0.001005537,0.002270213,0.05276055,0.001087225,0.001651078,0.005655416,0.0224954],"study_design_scores_gemma":[0.0002977554,0.0004791614,0.7736011,0.0003848059,0.001266232,0.0006519395,0.003806016,0.2086341,0.0004620023,0.0009517214,0.009284938,0.0001803461],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911695,0.0007587888,0.001621261,0.0003965399,0.00002529016,0.00009484394,0.003971312,0.00004680381,0.001915656],"genre_scores_gemma":[0.9887354,0.001225902,0.002602214,0.000117436,0.00001758698,0.0001379951,0.00348967,0.00001848567,0.003655325],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01589042,"threshold_uncertainty_score":0.0995543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04160426639219268,"score_gpt":0.3511020740644278,"score_spread":0.3094978076722351,"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."}}