{"id":"W4280594246","doi":"10.1093/icb/icac044","title":"Invasive Bullfrogs Maintain MHC Polymorphism Including Alleles Associated with Chytrid Fungal Infection","year":2022,"lang":"en","type":"article","venue":"Integrative and Comparative Biology","topic":"Amphibian and Reptile Biology","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"U.S. Geological Survey","keywords":"Biology; Genetic diversity; Major histocompatibility complex; Allele; Phylogenetic tree; Evolutionary biology; Population; Genetics; Gene","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":[0.000133121,0.0001115136,0.0001235595,0.0003276593,0.0002030414,0.0002480065,0.0001095707,0.0001278112,0.0007657377],"category_scores_gemma":[0.0001770325,0.00007012683,0.00007832428,0.0001307275,0.0002749762,0.0001724408,0.0001697782,0.0001887186,0.00006357831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001836766,"about_ca_system_score_gemma":0.0001183106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005566437,"about_ca_topic_score_gemma":0.01797253,"domain_scores_codex":[0.9999132,0.00001002256,0.000004439252,0.00003369267,0.00001619167,0.00002245094],"domain_scores_gemma":[0.9997994,0.00002265315,0.00008011677,0.00001779983,0.00002712328,0.00005281233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001499894,0.00006347305,0.6254945,0.00002580494,0.00007360987,0.0001233362,0.0006840235,0.0001497884,0.3676395,0.0001148632,0.00008027189,0.005400714],"study_design_scores_gemma":[0.000002082638,0.00004427031,0.998417,0.000001983653,0.00000940713,0.00009199224,0.0001540094,0.00009716715,0.001067382,0.00001700621,0.00009606589,0.000001567386],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997924,0.00002084435,0.00004322568,0.00000272742,2.583997e-7,7.767254e-7,0.00001890083,0.000001554701,0.0001194362],"genre_scores_gemma":[0.9997433,0.00001322892,0.00006735144,0.000009110924,7.450128e-7,0.000001467365,0.00004887185,9.108468e-7,0.0001151778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005566437,"threshold_uncertainty_score":0.01106811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04187892397873156,"score_gpt":0.2684603354542402,"score_spread":0.2265814114755086,"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."}}