{"id":"W2516698224","doi":"10.26443/mjm.v7i1.631","title":"Risk Factors for Tuberculosis Conversion in a State Prison","year":2020,"lang":"en","type":"article","venue":"McGill Journal of Medicine","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Prison; Tuberculosis; Pharmacy; Logistic regression; Demography; Internal medicine; Family medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0003722478,0.0002310066,0.0001990472,0.0009064112,0.0007636604,0.0008371789,0.0003288638,0.0003622534,0.001259007],"category_scores_gemma":[0.001847183,0.0003299372,0.0003066281,0.0005931524,0.0002944432,0.0003180444,0.0003783382,0.0006125091,0.00009983916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005648938,"about_ca_system_score_gemma":0.0003799684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01687362,"about_ca_topic_score_gemma":0.02078042,"domain_scores_codex":[0.9995323,0.0001085897,0.00005261963,0.000105924,0.0001027131,0.00009773236],"domain_scores_gemma":[0.9987797,0.0001370913,0.0006626126,0.00007990517,0.0001028941,0.0002378005],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005990033,0.00007878331,0.9990633,0.000002369974,0.0000112142,0.0001225444,0.00007738707,0.000008343557,0.00008970383,0.000008591195,0.00004564967,0.0004322706],"study_design_scores_gemma":[0.000005261615,0.00009558958,0.9990608,0.000007023865,0.000009969671,0.0004469946,0.000161933,0.0001102501,0.00003704663,0.000008809715,0.00005384873,0.00000239476],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996892,0.00006148969,0.00001466728,0.00002442928,0.000002139327,0.000006117183,0.00005145566,0.00000202163,0.0001484567],"genre_scores_gemma":[0.9997799,0.00003640296,0.00002616626,0.00001047829,0.000004295758,0.000003856588,0.00007483306,6.552658e-7,0.0000635375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01687362,"threshold_uncertainty_score":0.0335508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06298619607971416,"score_gpt":0.3481909867188717,"score_spread":0.2852047906391575,"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."}}