{"id":"W4415582524","doi":"10.1093/eurpub/ckaf161.988","title":"Analysis of spatiotemporal patterns of TB transmission in a prison outbreak","year":2025,"lang":"en","type":"article","venue":"European Journal of Public Health","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Montreal Police Service; McGill University Health Centre","funders":"","keywords":"Outbreak; Tuberculin; Tuberculosis; Index case; Prison; Contact tracing; Transmission (telecommunications); Outreach","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000621764,0.0001551943,0.0001955729,0.001722637,0.000454424,0.0008125548,0.0003883633,0.0002499114,0.0007463084],"category_scores_gemma":[0.002280403,0.0001393342,0.0002799909,0.001362233,0.0002437343,0.0003879378,0.0006063412,0.0002147194,0.0001079935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008776326,"about_ca_system_score_gemma":0.0004716693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06113366,"about_ca_topic_score_gemma":0.0459865,"domain_scores_codex":[0.999658,0.0001188363,0.00003978063,0.00007732658,0.00003661885,0.00006949049],"domain_scores_gemma":[0.9985158,0.0003300553,0.0006011227,0.0001018682,0.0002646632,0.0001865412],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001012188,0.00002926833,0.9956857,0.00002011139,0.00005463524,0.0001636637,0.0003529879,0.0005522633,0.0006636409,0.00004953802,0.0001980975,0.002128883],"study_design_scores_gemma":[0.000002916498,0.0000491225,0.9952182,0.000009668875,0.00001756853,0.0001257169,0.001062548,0.00320563,0.0001257265,0.00002447704,0.0001536293,0.000004777816],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992408,0.0000431648,0.0001058675,0.00002429869,0.000001299231,0.000008175136,0.0004389513,0.000008862677,0.000128705],"genre_scores_gemma":[0.9993221,0.00002644026,0.0001317528,0.000004837318,0.00000250209,0.000007650847,0.0004615114,0.000001291359,0.0000419276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06113366,"threshold_uncertainty_score":0.1215556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07612296882632054,"score_gpt":0.3910903154468504,"score_spread":0.3149673466205299,"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."}}