{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009326188,0.0001455289,0.0002902166,0.0001243294,0.0001252369,0.00002593131,0.0004065388,0.00006186446,0.0000098162],"category_scores_gemma":[0.0007163274,0.0001254607,0.00005190316,0.0005468068,0.0003502287,0.00003636442,0.000398613,0.0001122127,8.59479e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007900555,"about_ca_system_score_gemma":0.0003091937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001504049,"about_ca_topic_score_gemma":0.00006914874,"domain_scores_codex":[0.9978262,0.0003564488,0.0007998797,0.0005026052,0.0002819544,0.0002328739],"domain_scores_gemma":[0.9988382,0.0000196738,0.0002661095,0.0004475,0.0003158231,0.000112648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001066209,0.0002461131,0.002131836,0.00003115183,0.00003274943,0.000003558958,0.0005846106,0.0005879616,0.9905368,0.000009303943,0.003177553,0.001592121],"study_design_scores_gemma":[0.003191137,0.0196973,0.3334574,0.0004287187,0.00002269678,0.00008883295,0.009236848,0.007627859,0.6037369,0.00002976512,0.02156036,0.0009222323],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963419,0.0009426208,0.0008474253,0.0007407754,0.0006207522,0.0001936127,0.0002433014,0.000007741073,0.00006179841],"genre_scores_gemma":[0.9915487,0.0001541962,0.007416712,0.0004049711,0.00003128494,0.00001137463,0.0001875453,0.000009530081,0.0002356886],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3868,"threshold_uncertainty_score":0.5116139,"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."}}