{"id":"W3118504610","doi":"10.3389/fvets.2020.601304","title":"Optimisation of Scores Generated by an Online Feline Health–Related Quality of Life (HRQL) Instrument to Assist the Veterinary User Interpret Its Results","year":2021,"lang":"en","type":"article","venue":"Frontiers in Veterinary Science","topic":"Human-Animal Interaction Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ontario Veterinary College, University of Guelph; University of Glasgow","keywords":"Medicine; Quality of life (healthcare); Vitality; Logistic regression; Overweight; Clinical trial; Minimal clinically important difference; Physical therapy; Pathology; Obesity; Randomized controlled trial; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01276638,0.001248385,0.000978535,0.002026345,0.0001913472,0.00120869,0.000657523,0.0004394662,0.003183172],"category_scores_gemma":[0.02634946,0.0003482849,0.001013223,0.001360045,0.0003330355,0.0006346969,0.001024544,0.0005223709,0.0008834469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003362145,"about_ca_system_score_gemma":0.0005087412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005334914,"about_ca_topic_score_gemma":0.000712447,"domain_scores_codex":[0.9931269,0.003259175,0.0007030267,0.0006255587,0.002023903,0.0002615365],"domain_scores_gemma":[0.9903575,0.005439898,0.0008605263,0.000768184,0.002420983,0.0001530155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.006489169,0.001874303,0.1028913,0.001172737,0.0004531903,0.0003405446,0.001899301,0.0186186,0.1743395,0.001319612,0.00533023,0.6852714],"study_design_scores_gemma":[0.0007790088,0.01255916,0.5448146,0.0002636375,0.0005728569,0.001401862,0.001357447,0.1434152,0.2748029,0.002158931,0.01741383,0.0004605137],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6445735,0.0003014481,0.341257,0.0001858769,0.00009135713,0.003705148,0.002273747,0.002880076,0.004731911],"genre_scores_gemma":[0.5671411,0.0001741458,0.4247411,0.00009767641,0.00003715488,0.003718561,0.002165558,0.0005599728,0.001364671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01276638,"threshold_uncertainty_score":0.06751585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09141367067385212,"score_gpt":0.3928927436180679,"score_spread":0.3014790729442157,"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."}}