{"id":"W6920382475","doi":"10.60692/2wzz1-xj154","title":"Tuberculosis case notifications and outcomes in Peruvian prisons prior to and during the COVID-19 pandemic: a national-level interrupted time series analysis","year":2024,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Tuberculosis; Interrupted Time Series Analysis; Pandemic; Interrupted time series; Focus (optics); Public health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001684752,0.0002400786,0.0003407583,0.001444819,0.0003537809,0.0008925871,0.0006259346,0.0005896313,0.001579453],"category_scores_gemma":[0.007987163,0.0003614057,0.0008322928,0.001870076,0.0003214467,0.0008478743,0.001256975,0.000968356,0.000232985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009164202,"about_ca_system_score_gemma":0.0005919453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04942371,"about_ca_topic_score_gemma":0.03177039,"domain_scores_codex":[0.9987602,0.0004465153,0.0001768521,0.0002168243,0.0001091754,0.0002904148],"domain_scores_gemma":[0.9955704,0.0009335825,0.002423598,0.0003034819,0.000424903,0.0003441426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002479517,0.00004327251,0.9972723,0.00003605555,0.0001366457,0.00008092207,0.0004125127,0.0001589541,0.00004287606,0.00003678716,0.000289865,0.001241841],"study_design_scores_gemma":[0.000006117485,0.00009537869,0.9983838,0.00002970068,0.0000563598,0.00009490216,0.0006468578,0.0004362233,0.00002082941,0.00002097943,0.0002021475,0.000006772536],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973119,0.0003696,0.00007818075,0.0001222356,0.00000575937,0.000009655096,0.001761672,0.00001005398,0.0003309515],"genre_scores_gemma":[0.9980057,0.000185581,0.00005526858,0.00002661242,0.00000969346,0.00002148366,0.001523827,0.000003957365,0.0001679751],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04942371,"threshold_uncertainty_score":0.09827203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08577135704962391,"score_gpt":0.3400862314345691,"score_spread":0.2543148743849452,"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."}}