{"id":"W3130231246","doi":"10.21423/aabppro20183217","title":"Effect of implementing a novel calf vitality scoring system and early intervention program on pain management in newborn dairy calves","year":2018,"lang":"en","type":"article","venue":"American Association of Bovine Practitioners Conference Proceedings","topic":"Animal health and immunology","field":"Veterinary","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Meloxicam; Vitality; Medicine; Scoring system; Physical therapy; Ice calving; Pain management; Pregnancy; Anesthesia; Surgery; Lactation; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002652326,0.0001540937,0.0003879889,0.0002360257,0.00009119511,0.00003740025,0.00009697369,0.00006247837,0.00001121144],"category_scores_gemma":[0.0005580788,0.0001570934,0.00006193307,0.0003575071,0.0001505199,0.0003745335,0.00009453634,0.0001782417,0.000004001066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000355348,"about_ca_system_score_gemma":0.00002667765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003002825,"about_ca_topic_score_gemma":0.00005250911,"domain_scores_codex":[0.998347,0.0001611116,0.0006085497,0.0002997024,0.0002567322,0.0003268328],"domain_scores_gemma":[0.9977798,0.0002420018,0.001533737,0.00007574143,0.0003173087,0.00005136811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00549808,0.0006597875,0.4654857,0.00241816,0.0002745595,0.000003326804,0.002228329,9.600011e-8,0.01235758,0.007798605,0.0001234111,0.5031524],"study_design_scores_gemma":[0.002914325,0.0593932,0.9166554,0.001418947,0.0001280423,0.0000103145,0.01367575,0.002506693,0.002045389,0.00005539653,0.0008680335,0.0003285004],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947703,0.000009537298,0.0005995207,0.0002350679,0.00004703857,0.0007267995,0.00001261662,0.0000696829,0.003529406],"genre_scores_gemma":[0.998093,0.00001314618,0.001602596,0.00003163685,0.00003800364,0.0001582201,0.00001068711,0.00001361813,0.00003907518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5028239,"threshold_uncertainty_score":0.6406083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02279169981000781,"score_gpt":0.3510185661077285,"score_spread":0.3282268662977207,"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."}}