{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003209384,0.00007952669,0.0002415205,0.0002927423,0.0003030757,0.000003523744,0.00008001361,0.00006039368,0.001276295],"category_scores_gemma":[0.0002115418,0.00006379874,0.00005104816,0.00007877697,0.0002820128,0.00004126287,0.00001135,0.0002302435,5.234945e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002975957,"about_ca_system_score_gemma":0.0001600035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002721226,"about_ca_topic_score_gemma":0.000107443,"domain_scores_codex":[0.9992344,0.0001735841,0.0002971614,0.00008900031,0.00004867365,0.0001572039],"domain_scores_gemma":[0.9993283,0.0001927707,0.00005319442,0.00007652922,0.000198625,0.0001505927],"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":[0.0004107851,0.00002959324,0.009432383,0.0002252633,0.0001940549,0.0003595345,0.006801834,0.000005568039,0.327073,0.01238396,0.001096243,0.6419878],"study_design_scores_gemma":[0.004697128,0.009093534,0.05701391,0.0002675583,0.0008084025,0.001648546,0.02378776,0.000005760633,0.01104057,0.000596968,0.890664,0.0003758303],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7173921,0.2787702,0.0001556314,0.002738629,0.0003568699,0.00006415068,0.00005358284,0.000002450216,0.0004664274],"genre_scores_gemma":[0.9991296,0.0001878156,0.00002984426,0.0005894637,0.00002878993,0.000001893992,0.000002992057,0.000007105478,0.0000224858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8895678,"threshold_uncertainty_score":0.9996367,"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."}}