{"id":"W4414865684","doi":"10.3390/pathogens14101006","title":"Spotted Fever Rickettsioses in Panama: New Cases and the Gaps That Hinder Its Epidemiological Understanding","year":2025,"lang":"en","type":"article","venue":"Pathogens","topic":"Vector-borne infectious diseases","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Georgia Southern University","keywords":"Spotted fever; Outbreak; Epidemiology; Indigenous; Rickettsia rickettsii; Boutonneuse fever; Rocky Mountain spotted fever; Tick-borne disease","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":[],"consensus_categories":[],"category_scores_codex":[0.0004744004,0.000210204,0.0004066457,0.0001444883,0.0002456132,0.00002214055,0.0001462703,0.0002373555,0.0003726876],"category_scores_gemma":[0.002098671,0.0001329286,0.0001140662,0.0002591958,0.0003407996,0.00006220718,0.0001427495,0.0002962897,0.00007184052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001247056,"about_ca_system_score_gemma":0.00009703815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002892948,"about_ca_topic_score_gemma":0.000356187,"domain_scores_codex":[0.9982357,0.0007226745,0.000261487,0.000360702,0.00002908883,0.000390344],"domain_scores_gemma":[0.9966289,0.003005632,0.00008300502,0.0002280496,0.00002148042,0.00003296999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005673847,0.0001881327,0.9163795,0.00005154529,0.0003899275,0.000189442,0.0005292214,0.00003059695,0.01369305,0.04549419,0.02099617,0.001490881],"study_design_scores_gemma":[0.005906777,0.00007683432,0.961963,0.0001269187,0.0002795442,0.0003422221,0.001712984,0.00002524038,0.001869628,0.01515117,0.01215046,0.0003952387],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9690143,0.02544795,0.000331503,0.002174439,0.000520117,0.0004269941,0.00004998874,0.0001152074,0.001919542],"genre_scores_gemma":[0.9964515,0.0007259822,0.0000139351,0.001490841,0.00002553203,0.00002400767,0.00002400121,0.00001019954,0.001234003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04558352,"threshold_uncertainty_score":0.5420671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06333768878910064,"score_gpt":0.2861372489558462,"score_spread":0.2227995601667456,"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."}}