{"id":"W2979714347","doi":"10.1007/978-1-4939-9828-9_7","title":"Models for Tuberculosis","year":2019,"lang":"en","type":"book-chapter","venue":"Texts in applied mathematics","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Tuberculosis; Disease; Endemic disease; Endemic diseases; Medicine; Virology; 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":[0.0005910739,0.001044368,0.0006816286,0.0006628285,0.0005211991,0.001402798,0.000971,0.001812696,0.03182621],"category_scores_gemma":[0.002188867,0.0003469771,0.0007777998,0.000665637,0.0009875948,0.00199992,0.0009470712,0.002431635,0.006203108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001671772,"about_ca_system_score_gemma":0.0008765595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003888277,"about_ca_topic_score_gemma":0.003638542,"domain_scores_codex":[0.9997604,0.0001167702,0.00000738937,0.00003795233,0.00005740039,0.0000200368],"domain_scores_gemma":[0.9995196,0.0003178454,0.00002785036,0.00005132245,0.00005238728,0.00003092265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000005153363,0.00001366591,0.00006595178,0.00004619829,0.0000101819,0.00002453037,0.00005963937,0.01013183,0.00007508312,0.9306558,0.04716308,0.01174896],"study_design_scores_gemma":[0.000005147315,0.000009512649,0.0001112733,0.00004293016,0.000006729716,0.00003875895,0.0000241073,0.0173972,0.00004093324,0.9074253,0.07489136,0.000006716899],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.006749494,0.02824727,0.2803997,0.03767255,0.004489947,0.0000810921,0.002025108,0.0006649752,0.6396698],"genre_scores_gemma":[0.1870055,0.02092243,0.02564919,0.005361394,0.003328813,0.0002999677,0.001377005,0.00044124,0.7556144],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03182621,"threshold_uncertainty_score":0.1064692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05993410966166363,"score_gpt":0.3259243410572579,"score_spread":0.2659902313955943,"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."}}