{"id":"W4384697338","doi":"10.21423/aabppro20228610","title":"Field rumen fistula surgery (indications and procedure)","year":2023,"lang":"en","type":"article","venue":"Texas A&M University Libraries","topic":"Animal health and immunology","field":"Veterinary","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services","funders":"","keywords":"Rumen; Fistula; Medicine; Surgery; Biology; Intensive care medicine","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":[0.00006125854,0.00008051253,0.0001367874,0.0001831404,0.0003178986,0.00002664242,0.0001257349,0.0000980955,0.0003504723],"category_scores_gemma":[0.00007396529,0.00008862643,0.00003356269,0.0003246274,0.000136807,0.0004084031,0.0001920447,0.0001166981,0.0003856827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000151188,"about_ca_system_score_gemma":0.0001455843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001453488,"about_ca_topic_score_gemma":0.00001219217,"domain_scores_codex":[0.9993999,0.00004516784,0.00008672686,0.0001759241,0.00005684415,0.0002354336],"domain_scores_gemma":[0.9993514,0.0003722766,0.00004434132,0.0001404634,0.00001427788,0.00007719957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003250027,0.0001154998,0.4346005,0.0003309541,0.0001463339,0.0005455111,0.002999209,1.639082e-7,0.0001951693,0.1674705,0.3841114,0.00623484],"study_design_scores_gemma":[0.0002243626,0.0006591221,0.6946015,0.00002896774,0.00002378007,0.00004257574,0.001621566,0.00004846113,0.0000651668,0.002413763,0.3000733,0.0001974921],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9800527,0.0002132003,0.00003177316,0.005818123,0.00008275585,0.0001139237,0.00002536001,0.0003708226,0.0132913],"genre_scores_gemma":[0.9886407,0.0003058662,0.0001082565,0.0004273328,0.00003392306,6.000294e-7,0.00004472243,0.000008703568,0.01042988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.260001,"threshold_uncertainty_score":0.4957299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05253277992127282,"score_gpt":0.2670663540245367,"score_spread":0.2145335741032639,"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."}}