{"id":"W4220806886","doi":"10.1080/24745332.2022.2035540","title":"Chapter 2: Transmission and pathogenesis of tuberculosis","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Respiratory Critical Care and Sleep Medicine","topic":"Immune responses and vaccinations","field":"Immunology and Microbiology","cited_by":48,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; McGill University Health Centre; University of Alberta","funders":"","keywords":"Tuberculosis; Transmission (telecommunications); Pathogenesis; Virology; Medicine; Immunology; Computer science; Pathology; Telecommunications","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":[0.0003553439,0.0007725356,0.0007015584,0.00109726,0.0005731627,0.001818774,0.000911009,0.001881425,0.01428028],"category_scores_gemma":[0.0003533213,0.0004142513,0.000758785,0.0008764126,0.0005184421,0.0009859697,0.001107971,0.00147878,0.003430647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001024125,"about_ca_system_score_gemma":0.001044177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001889147,"about_ca_topic_score_gemma":0.002819958,"domain_scores_codex":[0.9996696,0.000063026,0.00002155809,0.00006745176,0.0001223549,0.00005601031],"domain_scores_gemma":[0.999889,0.00004629838,0.000015558,0.000008156276,0.00002481042,0.00001615733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002710859,0.0008006382,0.003410342,0.01036319,0.0001862679,0.001121236,0.001227428,0.004340128,0.05051591,0.05949895,0.3204261,0.5478387],"study_design_scores_gemma":[0.00001687462,0.0003627273,0.007282722,0.002348659,0.00006020026,0.00186338,0.0003487621,0.0009074607,0.00848916,0.01816547,0.9601151,0.00003945903],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.01047081,0.8908083,0.009569316,0.01126882,0.01318854,0.0003172083,0.000596203,0.0001433064,0.06363753],"genre_scores_gemma":[0.04022474,0.6925244,0.006514415,0.006280656,0.02199091,0.0002745972,0.001045063,0.0000941199,0.2310511],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01428028,"threshold_uncertainty_score":0.04777235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01761168154083534,"score_gpt":0.2635883968546053,"score_spread":0.2459767153137699,"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."}}