{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008688874,0.001611825,0.001907117,0.00139309,0.00198553,0.001042992,0.001450673,0.002032389,0.03569772],"category_scores_gemma":[0.01245298,0.001330231,0.001386154,0.001211814,0.0009656906,0.0009816946,0.001289223,0.001575228,0.008390512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001734826,"about_ca_system_score_gemma":0.006857579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002115329,"about_ca_topic_score_gemma":0.002083359,"domain_scores_codex":[0.9955949,0.002057455,0.00107002,0.0004324297,0.0004464696,0.0003986753],"domain_scores_gemma":[0.9952953,0.0009103398,0.0009767046,0.0008007446,0.00141407,0.0006027485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.5023237,0.05537562,0.09972754,0.03801782,0.001405946,0.001647977,0.003803327,0.002255039,0.01194271,0.004666293,0.06310762,0.2157264],"study_design_scores_gemma":[0.1916975,0.1872216,0.4110253,0.01122534,0.002157934,0.001662762,0.00233025,0.001969983,0.01019064,0.004065354,0.1760374,0.0004160116],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.04456775,0.0009923484,0.002774197,0.0003316361,0.0002582071,0.931465,0.013692,0.00007687022,0.00584197],"genre_scores_gemma":[0.0272149,0.0005411425,0.004103682,0.000245116,0.0001083313,0.9618629,0.003724464,0.000008789382,0.002190828],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.03569772,"threshold_uncertainty_score":0.1194208,"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."}}