{"id":"W3139119539","doi":"10.2196/20968","title":"Immunobiological markers in prophylaxis post-exposure with single dose of rifampicin and BCG vaccine in contacts of multibacillary leprosy cases: study protocol. (Preprint)","year":2020,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Leprosy Research and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Rifampicin; Medicine; Protocol (science); Leprosy; Preprint; Immunology; Tuberculosis; World Wide Web; Pathology; Computer science; Alternative medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001991012,0.0002918973,0.0008747611,0.0004075893,0.00005566503,0.00003618373,0.0002769567,0.0001764876,0.0001156399],"category_scores_gemma":[0.00150965,0.0001839794,0.00006734866,0.001141904,0.0002789542,0.0001560708,0.0004666149,0.001059239,0.000007985399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002172262,"about_ca_system_score_gemma":0.0006045115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008229511,"about_ca_topic_score_gemma":0.0003659987,"domain_scores_codex":[0.9955169,0.001072012,0.0008314534,0.0008250989,0.001035894,0.0007186622],"domain_scores_gemma":[0.9976429,0.0004265828,0.000164115,0.0006675686,0.0007241218,0.0003747561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.08514233,0.01148778,0.8194617,0.002947669,0.00009071208,0.002151031,0.001626291,0.000005477501,0.07050207,0.000006933386,0.00002144825,0.006556576],"study_design_scores_gemma":[0.04145467,0.1726847,0.7589161,0.002258126,0.000003941515,0.00005297297,0.00221264,0.00003568839,0.02177246,0.00001073904,0.0004278658,0.0001700832],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.4971682,0.000005539514,3.172601e-7,0.0001911538,4.342078e-7,0.502457,0.00001077537,0.00001377334,0.000152813],"genre_scores_gemma":[0.4981833,4.725088e-7,0.0001137844,0.00001107941,0.0000103227,0.5016391,0.000005182343,0.00001627829,0.00002052784],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1611969,"threshold_uncertainty_score":0.750246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1595172881874327,"score_gpt":0.4777845584081297,"score_spread":0.318267270220697,"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."}}