{"id":"W2884354986","doi":"10.1111/evj.12997","title":"Proportion of nonsteroidal anti‐inflammatory drug prescription in equine practice","year":2018,"lang":"en","type":"article","venue":"Equine Veterinary Journal","topic":"Inflammatory mediators and NSAID effects","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"RCVS Knowledge","keywords":"Nonsteroidal; Drug; Medicine; Medical prescription; Anti-inflammatory; Horse; Pharmacology; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001871766,0.0002171463,0.0004199201,0.0004196652,0.000104667,0.000028661,0.000127019,0.0001151853,0.0002439472],"category_scores_gemma":[0.000418258,0.0001823447,0.0001206831,0.0002483618,0.000195625,0.0007391414,0.00008620004,0.0005265793,0.00006228506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001214677,"about_ca_system_score_gemma":0.0002423506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001296304,"about_ca_topic_score_gemma":0.000004148159,"domain_scores_codex":[0.9976614,0.0002583296,0.0008381643,0.0002330544,0.0006061587,0.0004028888],"domain_scores_gemma":[0.9984106,0.00006420132,0.0005561016,0.0002847337,0.0004655329,0.0002187655],"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":[0.003954746,0.0005123004,0.04666204,0.0004179156,0.00008185914,0.003128706,0.001170174,0.00001001493,0.93601,0.00006965313,0.001794192,0.006188397],"study_design_scores_gemma":[0.0295376,0.1052976,0.4495501,0.006846483,0.0007808785,0.1014943,0.001831486,0.004979567,0.1841075,0.0003875978,0.1133856,0.001801303],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958063,0.0003417863,0.0002783175,0.0006535223,0.001300949,0.0004288152,0.000002358268,0.00003770784,0.00115025],"genre_scores_gemma":[0.9960848,0.0001057426,0.001510559,0.0001518675,0.001863758,0.00001096796,0.000007901251,0.00003544319,0.0002289605],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7519025,"threshold_uncertainty_score":0.74358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01733411582797207,"score_gpt":0.3109368538370513,"score_spread":0.2936027380090793,"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."}}