{"id":"W4407894893","doi":"10.1017/s0950268825000184","title":"Transmission of <i>Mycobacterium tuberculosis</i> in four prisons in Colombia","year":2025,"lang":"en","type":"article","venue":"Epidemiology and Infection","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Departamento Administrativo de Ciencia, Tecnología e Innovación (COLCIENCIAS)","keywords":"Mycobacterium tuberculosis; Transmission (telecommunications); Tuberculosis; Virology; Microbiology; Medicine; Biology; Telecommunications; Computer science; Pathology","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":[0.0001854712,0.0003721176,0.0002994219,0.0008802501,0.001161578,0.0007877924,0.0004362096,0.0003251654,0.001264942],"category_scores_gemma":[0.0004979992,0.0002376144,0.0001680469,0.0004532151,0.0003867178,0.0002185106,0.0008313812,0.0002788093,0.0001170548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001993073,"about_ca_system_score_gemma":0.0007794411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1904914,"about_ca_topic_score_gemma":0.2582595,"domain_scores_codex":[0.9997976,0.00004067449,0.00001561313,0.00004359377,0.00002052683,0.00008195461],"domain_scores_gemma":[0.9995384,0.00004653101,0.0001859635,0.00002486444,0.00007028727,0.000133957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001828986,0.00007667574,0.9871066,0.0001034562,0.00002928471,0.0008575769,0.002860531,0.00004834776,0.002432165,0.00004623599,0.0002473615,0.006008965],"study_design_scores_gemma":[0.000008069816,0.00009042589,0.9941274,0.00004100974,0.00001866752,0.0005952242,0.004058239,0.0001251741,0.0002239209,0.00001570482,0.0006838234,0.00001239944],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992855,0.0001913457,0.00004889259,0.00002940472,0.000002940367,0.00001839313,0.0001538869,0.000004137741,0.0002655344],"genre_scores_gemma":[0.9995562,0.0001028124,0.00007542124,0.00001771934,0.000001992079,0.000009803168,0.00009423331,0.000001140907,0.000140548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1904914,"threshold_uncertainty_score":0.3787652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0293257900824539,"score_gpt":0.3463410838072409,"score_spread":0.317015293724787,"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."}}