{"id":"W4386945348","doi":"10.3201/eid2910.230011","title":"Comprehensive Case–Control Study of Protective and Risk Factors for Buruli Ulcer, Southeastern Australia","year":2023,"lang":"en","type":"article","venue":"Emerging infectious diseases","topic":"Mycobacterium research and diagnosis","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Hygiene; Odds ratio; Conditional logistic regression; Odds; Buruli ulcer; Environmental health; Logistic regression; Medicine; Vaccination; Case-control study; Infection control; Demography; Veterinary medicine; Immunology; Surgery; Internal medicine; Pathology; Disease","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001043647,0.0001966345,0.0004110904,0.0002843431,0.0002219148,0.00002799333,0.00004146656,0.00004809781,0.0000901639],"category_scores_gemma":[0.0007529726,0.0001622544,0.0001352898,0.0003162827,0.00007453412,0.00007557643,0.00004781329,0.0001367503,0.00001296235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002653522,"about_ca_system_score_gemma":0.00004135056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003629499,"about_ca_topic_score_gemma":0.0002492456,"domain_scores_codex":[0.9986897,0.0001508579,0.0002446646,0.0003303962,0.0002358513,0.000348586],"domain_scores_gemma":[0.9984251,0.0006878808,0.0001218958,0.000226245,0.0002451111,0.0002938015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004057602,0.0006065854,0.9942806,0.0003660697,0.0007249862,0.0002103508,0.001678775,0.0001133886,0.0002087772,0.00000381239,0.0002735116,0.001127344],"study_design_scores_gemma":[0.005240224,0.002767447,0.9837192,0.00005991771,0.0007943214,0.00004884669,0.006415123,0.0004958478,0.0001113782,0.00009515131,0.00009750549,0.0001550715],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955698,0.0001083584,0.0001085925,0.00003535775,0.0001321187,0.002900207,0.0009417024,0.0001872231,0.00001669897],"genre_scores_gemma":[0.999177,0.00004553573,0.000004576669,0.00001155515,0.0001268273,0.0005091898,0.00002254565,0.0000301786,0.00007253773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01056147,"threshold_uncertainty_score":0.6616543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03841918002407878,"score_gpt":0.3391068750091703,"score_spread":0.3006876949850915,"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."}}