{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01698979,0.0007981661,0.001103872,0.000417435,0.0005122674,0.0006623148,0.0007106419,0.001124319,0.0009512994],"category_scores_gemma":[0.0140138,0.0005205599,0.0009038769,0.0004520417,0.001152634,0.0006202713,0.0006389813,0.001084284,0.0002743539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006897062,"about_ca_system_score_gemma":0.00150996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006855645,"about_ca_topic_score_gemma":0.00167138,"domain_scores_codex":[0.9885641,0.00675932,0.001206741,0.001078665,0.001941172,0.00045003],"domain_scores_gemma":[0.9849914,0.003755337,0.005042577,0.002663846,0.002562859,0.0009840518],"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":[0.6465977,0.06800219,0.1461632,0.0008575823,0.002383355,0.00005374785,0.0008566782,0.001243508,0.0599506,0.0004341917,0.0008357024,0.07262159],"study_design_scores_gemma":[0.04702904,0.7511868,0.1789389,0.00005686424,0.001222912,0.00009407284,0.0001413971,0.002076775,0.01676136,0.0001634636,0.002270087,0.00005839445],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917015,0.0003740451,0.002479601,0.00005096474,0.00008343902,0.004529054,0.000276132,0.00002645653,0.0004788176],"genre_scores_gemma":[0.9887206,0.0001663652,0.005332078,0.0001175744,0.0000846129,0.00472004,0.0004896078,0.000007772491,0.0003613531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01698979,"threshold_uncertainty_score":0.08985174,"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."}}