{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002288903,0.0009821778,0.001674443,0.0006390218,0.0006519551,0.000725587,0.001258448,0.00214383,0.003086795],"category_scores_gemma":[0.003587042,0.0005587416,0.00134753,0.0004017437,0.0008855719,0.0007656994,0.0007646818,0.001759122,0.0002435473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001136996,"about_ca_system_score_gemma":0.002430641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004629147,"about_ca_topic_score_gemma":0.007831079,"domain_scores_codex":[0.9977612,0.001011887,0.0002754184,0.0003431713,0.0002787221,0.0003294831],"domain_scores_gemma":[0.99787,0.0007562107,0.0004801382,0.0001111308,0.000167551,0.0006150116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.5586252,0.3573447,0.002490533,0.002019101,0.0007548263,0.00007014243,0.0002097706,0.0008026713,0.007133492,0.0001222782,0.0002763525,0.07015102],"study_design_scores_gemma":[0.1776529,0.8115746,0.007432405,0.0001072116,0.0004874214,0.00001603715,0.00005750019,0.000649857,0.001657165,0.00003562976,0.0003071988,0.00002205306],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943213,0.000727836,0.0003579713,0.0001765837,0.0001762237,0.003708754,0.0001248853,0.00003036004,0.0003759921],"genre_scores_gemma":[0.9825678,0.001573851,0.005957091,0.0003469368,0.0002811322,0.00783344,0.0002066248,0.000006728477,0.001226382],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004629147,"threshold_uncertainty_score":0.01210505,"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."}}