{"id":"W4221050615","doi":"10.1080/24745332.2022.2043055","title":"Chapter 9: Pediatric tuberculosis","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Respiratory Critical Care and Sleep Medicine","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children; SickKids Foundation; University of Toronto; Université de Montréal; Children's Hospital of Eastern Ontario; University of Ottawa; Centre Hospitalier Universitaire Sainte-Justine; University of Manitoba","funders":"","keywords":"Tuberculosis; Medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009760249,0.0001461122,0.0005216249,0.0007551003,0.0003554072,0.000009968497,0.0001424845,0.00007705166,0.002566278],"category_scores_gemma":[0.002883507,0.0001143645,0.0001254266,0.0002485046,0.0004289537,0.00007389636,0.00003557711,0.0008702625,0.000006365323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002074909,"about_ca_system_score_gemma":0.0006430189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007315372,"about_ca_topic_score_gemma":0.0005972583,"domain_scores_codex":[0.9981165,0.0002221677,0.0005238033,0.0001986764,0.0004439845,0.0004948772],"domain_scores_gemma":[0.9965724,0.000371254,0.00006482004,0.0001887306,0.0004982734,0.002304549],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006991129,0.0000889161,0.7282413,0.0009607512,0.0003497995,0.01698988,0.004056066,0.00002339741,0.0009639246,0.0208479,0.08410218,0.1426768],"study_design_scores_gemma":[0.003849345,0.01720848,0.1041147,0.0001066543,0.001083463,0.004670993,0.008097176,0.00003636896,0.00005945594,0.0007441724,0.859655,0.0003742007],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8056256,0.1422987,0.00004312789,0.04223163,0.0008397616,0.000198209,0.00004180471,0.00001129669,0.008709808],"genre_scores_gemma":[0.9817499,0.0002489137,0.0000745686,0.01666243,0.001211893,0.000007204276,0.000004533621,0.0000195073,0.00002106515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7755528,"threshold_uncertainty_score":0.9983455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04069388819702134,"score_gpt":0.3317531430159648,"score_spread":0.2910592548189434,"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."}}