{"id":"W7029245365","doi":"","title":"Impact of diabetes on Montreal tuberculosis patients from 1995 to 2007","year":2015,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Globalization, Historical Perspectives, and International Relations","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Diabetes mellitus; Tuberculosis; Logistic regression; Concomitant; Disease; Kidney disease; Multivariate analysis; Latent tuberculosis","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004685071,0.0004479804,0.000567331,0.000443872,0.0008959621,0.00006399068,0.0006161602,0.0006100842,0.001002906],"category_scores_gemma":[0.004520978,0.0004573856,0.0004605187,0.0007785561,0.00008019384,0.0005698442,0.00004598983,0.0004922028,0.0004802299],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005521358,"about_ca_system_score_gemma":0.0001942941,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04914921,"about_ca_topic_score_gemma":0.02252654,"domain_scores_codex":[0.9959326,0.0003918743,0.000679842,0.0007304557,0.001751954,0.0005132796],"domain_scores_gemma":[0.9959934,0.00036798,0.0005039154,0.0003766321,0.002141884,0.0006161517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.001892763,0.009355903,0.1084795,0.0001582382,0.005214403,0.00001549477,0.00493183,0.003305108,0.002961954,0.6263804,0.02630622,0.2109981],"study_design_scores_gemma":[0.001595551,0.001173753,0.7221594,0.0005138438,0.0004570355,7.440475e-8,0.001412861,0.00002645596,0.000557796,0.1231381,0.1474002,0.001564839],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6172608,0.0001114566,6.159745e-8,0.00001221093,0.00123495,0.0003936933,0.003287177,0.00006202461,0.3776376],"genre_scores_gemma":[0.9912248,0.0001488847,0.00009079537,0.00009597585,0.0001611624,0.00005680202,0.002323443,0.00007168626,0.005826414],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6136799,"threshold_uncertainty_score":0.9999103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01534948873593146,"score_gpt":0.2982483622727116,"score_spread":0.2828988735367802,"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."}}