{"id":"W4302276259","doi":"10.1590/s1678-9946202264055","title":"Factors associated with the development of leprosy in Brazilian contacts: a systematic review","year":2022,"lang":"en","type":"review","venue":"Revista do Instituto de Medicina Tropical de São Paulo","topic":"Leprosy Research and Treatment","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Leprosy; Cochrane Library; Medicine; Disease; Systematic review; MEDLINE; Family medicine; Meta-analysis; Internal medicine; Immunology; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001897493,0.0007423618,0.005693541,0.000293344,0.0001925914,0.00005740907,0.0006196467,0.0002640325,0.0003228883],"category_scores_gemma":[0.004740547,0.0003463128,0.0005745919,0.001237455,0.0002228508,0.00005770005,0.000176136,0.00155539,0.00001583982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00365297,"about_ca_system_score_gemma":0.005202778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002422015,"about_ca_topic_score_gemma":0.0001988022,"domain_scores_codex":[0.993694,0.001372285,0.001978953,0.0006368535,0.001478917,0.0008389712],"domain_scores_gemma":[0.9962962,0.001134884,0.000890366,0.00105338,0.0001236361,0.0005015959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0000360615,0.0005719734,0.001929302,0.960628,0.001561496,0.0008217291,0.0007694217,9.527248e-8,2.907218e-7,0.000327281,0.0001813778,0.03317292],"study_design_scores_gemma":[0.001231218,0.0005910693,0.001214905,0.6597521,0.004688005,0.0001217388,0.0002794696,0.000001212207,9.193841e-7,0.000002773522,0.3318259,0.0002906881],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001585194,0.9892232,0.00006954205,0.0001690034,0.00004150269,0.008342138,0.00004385321,0.00005119956,0.0004743459],"genre_scores_gemma":[0.004847138,0.9919928,0.00008502694,0.0002682283,0.00004728556,0.002074156,0.0003468913,0.00007486009,0.0002636332],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3316445,"threshold_uncertainty_score":0.9998989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09070477077185445,"score_gpt":0.3609754941584327,"score_spread":0.2702707233865782,"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."}}