{"id":"W4404713026","doi":"10.21203/rs.3.rs-5277338/v1","title":"Leprosy epidemiology: insights from the Prata Village","year":2024,"lang":"en","type":"preprint","venue":"Research Square","topic":"Leprosy Research and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Leprosy; Epidemiology; Biology; Medicine; Geography; Dermatology; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006676914,0.0002502865,0.0004375744,0.001169476,0.001530627,0.00141127,0.0004845689,0.0005160145,0.006130928],"category_scores_gemma":[0.002583864,0.0002317436,0.0001786879,0.003499968,0.000741342,0.0007955013,0.001469463,0.0007739378,0.0006849089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000907861,"about_ca_system_score_gemma":0.002033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05295844,"about_ca_topic_score_gemma":0.09695641,"domain_scores_codex":[0.9993517,0.0003469691,0.00001796281,0.00006612363,0.00008082104,0.0001364878],"domain_scores_gemma":[0.9985951,0.0007683579,0.0001549296,0.00007492209,0.0001788441,0.0002279185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005479102,0.0005135877,0.7340207,0.000828855,0.0001137166,0.006627148,0.1176214,0.00102357,0.00510222,0.009783531,0.008326761,0.1154906],"study_design_scores_gemma":[0.00003084979,0.0002149195,0.940554,0.0001401084,0.00003551988,0.001066753,0.04517094,0.0003857153,0.0002261113,0.002661081,0.009492831,0.00002112928],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9816198,0.00170256,0.0004957422,0.003123771,0.00001594223,0.00005184912,0.0009548283,0.00001199881,0.01202356],"genre_scores_gemma":[0.9900638,0.002946366,0.0006702096,0.0003218396,0.00005290253,0.00003283913,0.0005868289,0.00001366267,0.005311509],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05295844,"threshold_uncertainty_score":0.1053004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1833231669604724,"score_gpt":0.4814661373364191,"score_spread":0.2981429703759466,"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."}}