{"id":"W4402849813","doi":"10.3390/vetsci11100453","title":"An Expert Consensus Study Regarding Management Practices to Prevent Infectious Mortality in Preweaned Beef Calves in Western Canada","year":2024,"lang":"en","type":"article","venue":"Veterinary Sciences","topic":"Animal health and immunology","field":"Veterinary","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; University of Calgary","funders":"Results Driven Agriculture Research","keywords":"Cornerstone; Best practice; Medicine; Delphi method; Delphi; Herd; Veterinary medicine; Family medicine; Political science; Geography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.06717672,0.000330628,0.0007155188,0.003402501,0.005426819,0.00213306,0.001546268,0.001721128,0.001523245],"category_scores_gemma":[0.08827507,0.000418986,0.0007215301,0.002652496,0.001822202,0.00115506,0.002467582,0.001247202,0.0001404367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02305817,"about_ca_system_score_gemma":0.06839599,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3195014,"about_ca_topic_score_gemma":0.4965494,"domain_scores_codex":[0.9637069,0.01684853,0.005368493,0.001729817,0.00863722,0.00370902],"domain_scores_gemma":[0.8809879,0.05462746,0.00569434,0.001334589,0.05195229,0.005403396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001081522,0.0008830479,0.1840884,0.007357968,0.0003820724,0.002168157,0.6419091,0.001051544,0.005175731,0.001196036,0.006379902,0.1483265],"study_design_scores_gemma":[0.0002568317,0.001260699,0.1808007,0.004731623,0.0003064554,0.0005200758,0.784049,0.002101576,0.001766758,0.0006445036,0.02333902,0.0002228434],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877815,0.001153576,0.001543733,0.002566818,0.0001014094,0.001613748,0.0002510477,0.00001060525,0.00497757],"genre_scores_gemma":[0.9926159,0.001070687,0.003187664,0.0008872182,0.0000286321,0.000734021,0.0002114174,0.000006827658,0.001257643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6804986,"threshold_uncertainty_score":0.6352834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1454957928527331,"score_gpt":0.4510048177807879,"score_spread":0.3055090249280549,"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."}}