{"id":"W3044055807","doi":"10.3390/healthcare8030236","title":"Tuberculosis Skin Test Screening in the National Tuberculosis Program of Trinidad and Tobago","year":2020,"lang":"en","type":"article","venue":"Healthcare","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Tuberculosis; Skin test; Test (biology); Medicine; Biology; 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":[],"consensus_categories":[],"category_scores_codex":[0.0009322084,0.0001478678,0.0004379195,0.0001336221,0.0000775881,0.00001335916,0.0001338345,0.000145546,0.00003537299],"category_scores_gemma":[0.002774441,0.0001031647,0.0001011318,0.0006361229,0.0001286289,0.00006437125,0.00006653523,0.0005111961,0.00001004482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004164131,"about_ca_system_score_gemma":0.0001403882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001472794,"about_ca_topic_score_gemma":0.0003835599,"domain_scores_codex":[0.9978752,0.0003362705,0.0004912645,0.000345137,0.0005245311,0.0004276399],"domain_scores_gemma":[0.9983551,0.0008765354,0.00007418239,0.0001540639,0.0002247292,0.0003154128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002022822,0.0002528557,0.9208428,0.0006482733,0.00004953897,0.00002231165,0.001360344,0.000004463053,0.0003603541,0.0003701517,0.003441395,0.07244524],"study_design_scores_gemma":[0.001233933,0.00164646,0.9813992,0.0001439838,0.00002534173,0.00008540392,0.001067798,0.003025512,0.0003362312,0.0001182198,0.01080214,0.0001157764],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6985735,0.001806679,0.000007461731,0.2973892,0.00001543351,0.001101978,0.00007813919,0.00004732623,0.0009803277],"genre_scores_gemma":[0.9805968,0.0008119332,0.001655645,0.01647046,0.0002072348,0.0001644951,0.00007006356,0.00001602607,0.000007331368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2820234,"threshold_uncertainty_score":0.4206933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09483912746909115,"score_gpt":0.400789885952986,"score_spread":0.3059507584838949,"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."}}