{"id":"W2081131703","doi":"10.3168/jds.2010-3114","title":"Noninvasive assessment of autonomic activity for evaluation of pain in calves, using surgical castration as a model","year":2010,"lang":"en","type":"article","venue":"Journal of Dairy Science","topic":"Veterinary Equine Medical Research","field":"Veterinary","cited_by":166,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"DairyNZ; Foundation for Research, Science and Technology; AgResearch","keywords":"Castration; Medicine; Internal medicine; Hormone","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":[0.01837276,0.00007778546,0.0002487826,0.0003495525,0.00005772402,0.00002164048,0.0003600843,0.0000625935,0.00004915686],"category_scores_gemma":[0.00256216,0.00006552514,0.00008913595,0.0003387831,0.000365541,0.0007107507,0.00008572622,0.0003675504,2.589522e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003476171,"about_ca_system_score_gemma":0.00521065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007683512,"about_ca_topic_score_gemma":0.00001995156,"domain_scores_codex":[0.9972727,0.0002714519,0.0005335179,0.0001685319,0.001526622,0.0002272089],"domain_scores_gemma":[0.9979619,0.0004355609,0.0005208928,0.0001765937,0.0007717889,0.0001332208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000310143,0.0002258126,0.0009648144,0.00003408023,0.000006579599,0.00006116364,0.0002054534,0.01383329,0.9731482,0.0001623823,0.000004876948,0.01104322],"study_design_scores_gemma":[0.001252831,0.002717125,0.01675685,0.00008912296,0.00001594854,0.000729776,0.00009173222,0.9687002,0.008869339,0.0007135259,0.0000056859,0.00005783154],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896502,0.000007714133,0.009604123,0.0001401767,0.0001521747,0.0002862546,0.000006948471,0.00000163377,0.000150698],"genre_scores_gemma":[0.9837826,0.000001527266,0.01614655,0.000004193422,0.00004961407,0.000005097948,4.821298e-7,0.000005183215,0.000004766941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9642789,"threshold_uncertainty_score":0.9243469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2134243902478113,"score_gpt":0.502777908836696,"score_spread":0.2893535185888847,"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."}}