{"id":"W4365445315","doi":"10.1371/journal.pone.0284218","title":"Validation of the Unesp-Botucatu pig composite acute pain scale (UPAPS) in piglets undergoing castration","year":2023,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Veterinary Pharmacology and Anesthesia","field":"Veterinary","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Genome Prairie","funders":"Max-Planck-Gesellschaft; National Pork Board","keywords":"Medicine; Castration; Pain scale; Acute pain; Surgery; Anesthesia; Internal medicine","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":[0.0005310288,0.0001110423,0.0001810151,0.00008731323,0.0001137548,0.00001469629,0.0001840071,0.0000839033,0.00006840875],"category_scores_gemma":[0.00002507955,0.00009883913,0.00005166221,0.0003979063,0.00005687916,0.0001545139,0.00006985317,0.0001662341,0.0001098508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004113464,"about_ca_system_score_gemma":0.0000369925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001917913,"about_ca_topic_score_gemma":0.0000176037,"domain_scores_codex":[0.9986808,0.0004755146,0.0002566455,0.0001896165,0.0001983574,0.0001990798],"domain_scores_gemma":[0.9994177,0.0002067569,0.0001119967,0.0002029059,0.00003090926,0.00002973357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002040991,0.0005163499,0.03936536,0.0001343675,0.00008981006,0.0001259369,0.0006321785,0.00009861711,0.9584962,0.00004153889,0.0001310003,0.0001645942],"study_design_scores_gemma":[0.001842504,0.001507524,0.537246,0.0009195668,0.0003530177,0.000197584,0.0004788685,0.008763191,0.4472209,0.0009377035,0.00008258823,0.0004504718],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977198,0.00001717754,0.00001794028,0.001439822,0.00006129986,0.0003010134,0.000008352668,0.00008427382,0.0003503274],"genre_scores_gemma":[0.999046,0.00002830478,0.0002585294,0.0001787972,0.00005139111,0.0000397467,0.00004025811,0.00001832782,0.0003386858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5112752,"threshold_uncertainty_score":0.4030543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09376729293184319,"score_gpt":0.3122292225823872,"score_spread":0.218461929650544,"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."}}