{"id":"W4293848285","doi":"10.5281/zenodo.7037525","title":"Single Intradermal Tuberculin testing","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tuberculin; Tuberculin test; Medicine; Dermatology; Tuberculosis; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008908915,0.0006501541,0.0009453808,0.001119274,0.0003943158,0.0009615298,0.0009284167,0.0009479432,0.01368412],"category_scores_gemma":[0.001777309,0.0002430875,0.0004638126,0.0008519434,0.0004513455,0.0005725651,0.0005432679,0.0008145191,0.007575764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003813895,"about_ca_system_score_gemma":0.0004001212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001992102,"about_ca_topic_score_gemma":0.001623807,"domain_scores_codex":[0.9984274,0.0003304579,0.0001203829,0.0003303542,0.0006204299,0.0001710821],"domain_scores_gemma":[0.9991804,0.0001081458,0.0001890476,0.00009444795,0.0003209609,0.0001069795],"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":[0.003166972,0.002626471,0.1334009,0.004860864,0.0003183334,0.01022784,0.0009738875,0.0005340014,0.1143757,0.002482665,0.07236631,0.6546662],"study_design_scores_gemma":[0.0003587967,0.01063142,0.2705953,0.00273662,0.0004649436,0.07735798,0.001521176,0.001840901,0.08328051,0.00311609,0.5478743,0.0002219835],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5066679,0.1110869,0.07431191,0.005349539,0.004273974,0.01102037,0.02553473,0.004612938,0.2571418],"genre_scores_gemma":[0.853101,0.02578459,0.02586035,0.003962599,0.0006130008,0.001346825,0.008731151,0.0001747867,0.08042573],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01368412,"threshold_uncertainty_score":0.04577798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07871247574320786,"score_gpt":0.2831327708779326,"score_spread":0.2044202951347248,"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."}}