{"id":"W4296430605","doi":"10.1093/pch/21.supp5.e58a","title":"Midpoint Results of National Surveillance of Childhood Tuberculosis","year":2016,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Public Health","funders":"","keywords":"Medicine; Tuberculosis; Epidemiology; Pediatrics; Sputum; Disease; Internal medicine; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003338274,0.0003686768,0.0002952357,0.001778768,0.0006689165,0.0009675486,0.0006198599,0.0002293149,0.001917353],"category_scores_gemma":[0.006285588,0.0001469452,0.0003094427,0.002657582,0.0002693007,0.0002458875,0.0005837841,0.0004320277,0.0004816114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008790772,"about_ca_system_score_gemma":0.01360711,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8220967,"about_ca_topic_score_gemma":0.8389827,"domain_scores_codex":[0.9957914,0.0003983587,0.000252442,0.000323905,0.0026316,0.0006021435],"domain_scores_gemma":[0.9925218,0.0002802914,0.0006307543,0.0001693858,0.005781228,0.0006164264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007062514,0.00001826681,0.9708589,0.0001349586,0.00005210865,0.00003132227,0.0002577533,0.0001885938,0.0001901571,0.0001458971,0.0127997,0.01525175],"study_design_scores_gemma":[0.000003262956,0.00001653481,0.9948468,0.00003816931,0.00001788636,0.00004328707,0.0002049161,0.0001184712,0.0001773555,0.00001196807,0.004519055,0.000002273249],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7522579,0.004553704,0.001973861,0.001787628,0.0002549582,0.0003836567,0.1809607,0.0003845441,0.05744306],"genre_scores_gemma":[0.9482197,0.00108317,0.001610309,0.000277692,0.00003509774,0.0001493145,0.0456382,0.00002848136,0.002958087],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8220967,"threshold_uncertainty_score":0.357902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02177707499503927,"score_gpt":0.3211996290755824,"score_spread":0.2994225540805431,"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."}}