{"id":"W4392626924","doi":"10.1016/j.rvsc.2024.105210","title":"Digital dermatitis-associated Treponema species detection and quantification in migratory tundra caribou (Rangifer tarandus)","year":2024,"lang":"en","type":"article","venue":"Research in Veterinary Science","topic":"Animal Behavior and Welfare Studies","field":"Veterinary","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Environment and Climate Change Canada; Shikar Safari Club International Foundation; Polar Knowledge Canada; Morris Animal Foundation","keywords":"Treponema; Biology; Hoof; Lameness; Veterinary medicine; Microbiology; Immunology; Ecology; Medicine; Syphilis","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001877573,0.0001460763,0.0001803657,0.00122817,0.0003873814,0.0005389961,0.0002568372,0.0000780175,0.00002199662],"category_scores_gemma":[0.0003016451,0.000137751,0.0000392028,0.0025306,0.001149993,0.001388055,0.0002948001,0.0004392002,0.00005271826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004326421,"about_ca_system_score_gemma":0.0001575909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004573138,"about_ca_topic_score_gemma":0.0001927072,"domain_scores_codex":[0.9976096,0.0002067594,0.0003057088,0.0005775552,0.0007084819,0.0005918766],"domain_scores_gemma":[0.999269,0.0002689418,0.00002459446,0.0002160666,0.0001255055,0.00009587294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003850824,0.0003534443,0.1018774,0.0003358747,0.00001816218,0.004549972,0.005619853,0.000004165599,0.8313983,0.0011443,0.000185125,0.05412832],"study_design_scores_gemma":[0.0001841284,0.001164723,0.992434,0.0002360503,0.00000216017,0.0002341331,0.001604514,0.001793213,0.0003084551,0.0001292009,0.001744421,0.0001649588],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946616,0.001076435,0.00002467101,0.0003683507,0.0001992083,0.0003058782,0.00006173572,0.00007722594,0.0032249],"genre_scores_gemma":[0.99944,0.0001679005,0.0000165709,0.000007342123,0.00003000658,0.00006665569,0.000007913423,0.00001428032,0.0002493586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8905567,"threshold_uncertainty_score":0.5617324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.221705609127405,"score_gpt":0.4326263805777061,"score_spread":0.2109207714503012,"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."}}