{"id":"W4390739270","doi":"10.1038/d41586-024-00013-y","title":"Yaws could soon be eradicated — 70 years behind schedule","year":2024,"lang":"en","type":"article","venue":"Nature","topic":"Syphilis Diagnosis and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Primate; Schedule; Disease; Tropical disease; Antibiotic resistance; Medicine; Intensive care medicine; Geography; Biology; Antibiotics; Ecology; Pathology; Economics; Management","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":[0.002061749,0.0007635844,0.0005112011,0.00049082,0.002029854,0.002159998,0.0006768206,0.007414312,0.0256239],"category_scores_gemma":[0.005737782,0.0002553363,0.0008841838,0.0001584396,0.001160297,0.002116225,0.002020881,0.009554155,0.01105938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001650072,"about_ca_system_score_gemma":0.005638213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005194831,"about_ca_topic_score_gemma":0.006969522,"domain_scores_codex":[0.9986026,0.0002021938,0.00008452089,0.0001159246,0.0005025473,0.0004921998],"domain_scores_gemma":[0.9964785,0.0003634466,0.0001597253,0.0001091824,0.0006886752,0.002200476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004590245,0.0002358924,0.001679101,0.0001837474,0.00004497648,0.0007638842,0.00008315993,0.0001157505,0.001736855,0.01241511,0.900313,0.08196949],"study_design_scores_gemma":[0.0001166483,0.0003947937,0.003651935,0.0002480516,0.00004292528,0.0007141976,0.0001614848,0.0001278741,0.0005430651,0.005666039,0.9882984,0.00003452753],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005818559,0.02404098,0.001679318,0.7298562,0.1747992,0.00007279347,0.0007450753,0.0004975786,0.06249034],"genre_scores_gemma":[0.08220744,0.02443925,0.003042406,0.5752459,0.08352893,0.0001621081,0.001532926,0.0002054721,0.2296356],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0256239,"threshold_uncertainty_score":0.08572042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01794582967362707,"score_gpt":0.3220762053236838,"score_spread":0.3041303756500567,"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."}}