{"id":"W7161776073","doi":"10.82308/21432","title":"An evaluation of radiographic screening for tuberculosis in immigrants to Canada /","year":2003,"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":"Tuberculosis; Immigration; Incidence (geometry); Radiography; Residence; Epidemiology; Kappa; Disease","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":[0.003447617,0.0002655767,0.0002195934,0.001199903,0.00079113,0.0007251671,0.0004133242,0.0002006187,0.001171687],"category_scores_gemma":[0.01121471,0.0001593395,0.0002942878,0.0008836224,0.0004705287,0.0001767146,0.0004599127,0.0002453936,0.0001441833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005364761,"about_ca_system_score_gemma":0.008961407,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5730117,"about_ca_topic_score_gemma":0.6568041,"domain_scores_codex":[0.9983135,0.0003169778,0.0001173283,0.00009735335,0.0009705749,0.0001841265],"domain_scores_gemma":[0.9941754,0.0005254166,0.0009579047,0.00008936461,0.003682768,0.0005692174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001881319,0.00006258339,0.9790284,0.0001107675,0.00003302571,0.00009502207,0.000744412,0.0001226076,0.0003723551,0.00002708973,0.0004678607,0.01874782],"study_design_scores_gemma":[0.00001090282,0.0002947224,0.9969956,0.00006672007,0.00004446079,0.0001538482,0.0009846308,0.0002796505,0.0003466909,0.000009226,0.0008058987,0.000007557523],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957101,0.0006134014,0.0001364397,0.0001944716,0.00001284298,0.0001494467,0.000321808,0.000009956344,0.002851492],"genre_scores_gemma":[0.9978428,0.0005850332,0.0006834056,0.00004227526,0.00001047822,0.00002731923,0.000239119,0.000002430071,0.0005671285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4269883,"threshold_uncertainty_score":0.8590058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05110488553826206,"score_gpt":0.3911584210650205,"score_spread":0.3400535355267585,"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."}}