{"id":"W4415715832","doi":"10.1088/2752-5309/ae1996","title":"Exploring the environmental drivers of human blastomycosis cases in the Midwestern United States","year":2025,"lang":"en","type":"article","venue":"Environmental Research Health","topic":"Fungal Infections and Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Los Alamos National Laboratory","keywords":"Blastomycosis; Wetland; Logistic regression; Wildlife; Land use; Niche","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004343892,0.0001000679,0.00009913949,0.0004633876,0.0003675528,0.0003993246,0.0002384715,0.0001552255,0.001386321],"category_scores_gemma":[0.00162102,0.000131514,0.0001483573,0.0008389877,0.0001884617,0.0002754506,0.0004536469,0.0002617632,0.00007578419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004741821,"about_ca_system_score_gemma":0.000436314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.106815,"about_ca_topic_score_gemma":0.1849774,"domain_scores_codex":[0.9997892,0.0000714472,0.00001827149,0.00005513487,0.00002612123,0.00003987527],"domain_scores_gemma":[0.9990327,0.0002046085,0.0004908143,0.00003911958,0.0001194678,0.0001133615],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000005112502,0.000006053491,0.9991384,0.000001756067,0.000006603034,0.00001176824,0.00005945747,0.00003936725,0.000042909,0.00001241276,0.00003451948,0.0006415622],"study_design_scores_gemma":[3.821054e-7,0.000008733997,0.9989786,0.000005933159,0.000004824986,0.00002169988,0.0005743838,0.0002462339,0.00002616103,0.00002502486,0.0001070702,0.000001105695],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990739,0.00007297796,0.00007541403,0.00009397591,0.000001427036,0.000003419901,0.0003527229,0.000001386485,0.0003247939],"genre_scores_gemma":[0.9996922,0.00004593759,0.00004432875,0.00001516876,0.000001391723,0.000002584459,0.0001341435,3.674313e-7,0.00006380735],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.106815,"threshold_uncertainty_score":0.2123865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2191442314654838,"score_gpt":0.4229212144496795,"score_spread":0.2037769829841957,"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."}}