{"id":"W1941539324","doi":"10.1111/vsu.12318","title":"Two‐Stage Rumen Cannulation Technique in Dairy Cows","year":2015,"lang":"en","type":"article","venue":"Veterinary Surgery","topic":"Animal health and immunology","field":"Veterinary","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Agriculture and Agri-Food Canada","funders":"Zoetis","keywords":"Rumen; Cannula; Medicine; Clamp; Surgery; Dairy cattle; Animal science; Stage (stratigraphy); Biology; Food science","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":[0.00157628,0.0007156234,0.0004881574,0.0007654713,0.0004926353,0.0007914396,0.0007108171,0.00164793,0.0009438584],"category_scores_gemma":[0.002294502,0.0004192101,0.0007690859,0.000547413,0.0007030268,0.0007841106,0.0006354552,0.0008017336,0.000342152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003629013,"about_ca_system_score_gemma":0.0006076544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003380249,"about_ca_topic_score_gemma":0.0006387131,"domain_scores_codex":[0.9988064,0.0003442956,0.0001151655,0.0002353602,0.0002273143,0.0002715521],"domain_scores_gemma":[0.9985593,0.000420447,0.0006153766,0.0001617798,0.00006085249,0.0001822286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002786484,0.0009866044,0.4849583,0.001594253,0.0002837386,0.1645421,0.001733018,0.001683091,0.1032982,0.001040517,0.001772056,0.2353217],"study_design_scores_gemma":[0.0002450556,0.008655393,0.2095378,0.0002217278,0.0001721789,0.7481463,0.0006640421,0.003198965,0.0162723,0.0003037086,0.01247386,0.0001087718],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9678747,0.00549056,0.02430693,0.0002653607,0.0001169664,0.0001631421,0.00006655422,0.0001377084,0.001578012],"genre_scores_gemma":[0.9632253,0.002296612,0.03243331,0.0002934821,0.0002523937,0.0001225987,0.0001878927,0.00002473135,0.001163646],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.00164793,"threshold_uncertainty_score":0.008336246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1791928476389898,"score_gpt":0.3773045750924646,"score_spread":0.1981117274534748,"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."}}