{"id":"W4392162360","doi":"10.3390/ani14050711","title":"Concurrent Validation of MI-CAT(V), a Clinical Metrology Instrument for Veterinarians Assessing Osteoarthritis Pain in Cats, through Testing for Firocoxib Analgesic Efficacy in a Prospective, Randomized, Controlled, and Blinded Study","year":2024,"lang":"en","type":"article","venue":"Animals","topic":"Veterinary Pharmacology and Anesthesia","field":"Veterinary","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs; Canada Foundation for Innovation","keywords":"Medicine; Analgesic; Osteoarthritis; Placebo; Anesthesia; Clinical trial; Crossover study; CATS; Physical therapy; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00668955,0.0002720731,0.00161577,0.0002479848,0.00009167435,0.00007649195,0.0001324442,0.0001723102,0.00001576613],"category_scores_gemma":[0.001759561,0.0002428059,0.0002701095,0.0002753867,0.0001844448,0.0002409831,0.00006749357,0.0002167343,0.00000133283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006598423,"about_ca_system_score_gemma":0.0001194307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006433407,"about_ca_topic_score_gemma":0.00002262277,"domain_scores_codex":[0.9955719,0.001878412,0.001429472,0.0006350541,0.0001195301,0.0003655954],"domain_scores_gemma":[0.9907445,0.008675218,0.0003132691,0.0001360134,0.00008437999,0.00004665353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.5847521,0.007427577,0.1846775,0.001813533,0.001656023,0.001799362,0.008881343,0.00005985332,0.06332512,0.002015205,0.00008057564,0.1435118],"study_design_scores_gemma":[0.8421833,0.05516101,0.08073024,0.0009670788,0.0008611646,0.0004846279,0.002147018,0.01412489,0.0004022344,0.001973844,0.0003193304,0.0006452691],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887015,0.001314534,0.0009893422,0.0002937189,0.0002300872,0.008360646,0.00002173385,0.00005115357,0.00003730391],"genre_scores_gemma":[0.9933529,0.00003656976,0.002632065,0.00006747306,0.0001059608,0.003752025,0.00001211399,0.00003463881,0.000006252851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2574311,"threshold_uncertainty_score":0.9901337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1729794926019557,"score_gpt":0.4497694109159828,"score_spread":0.2767899183140271,"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."}}