{"id":"W4410398185","doi":"10.3389/fvets.2025.1528357","title":"A scale to measure perceived respiratory effort in dogs: the DeChant scale","year":2025,"lang":"en","type":"article","venue":"Frontiers in Veterinary Science","topic":"Human-Animal Interaction Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Royal Canin","keywords":"Scale (ratio); Measure (data warehouse); Medicine; Psychology; Computer science; Geography; Data mining; Cartography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002012498,0.0005143838,0.0003895251,0.001600396,0.0001835025,0.0004475031,0.0008321433,0.0006653621,0.003792701],"category_scores_gemma":[0.005718791,0.0001854774,0.0006656373,0.000520888,0.0003331174,0.0006063762,0.0008844602,0.0006908749,0.000927013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002451282,"about_ca_system_score_gemma":0.0002164272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004527641,"about_ca_topic_score_gemma":0.001340352,"domain_scores_codex":[0.9984086,0.0004650655,0.0002613198,0.0001240387,0.0006589273,0.00008206013],"domain_scores_gemma":[0.9966543,0.0009917535,0.0008861547,0.0002246556,0.0009440853,0.0002989884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002877751,0.00176968,0.4654741,0.002020232,0.000862389,0.0008745344,0.002717684,0.003047145,0.08669438,0.00378159,0.03577765,0.3941029],"study_design_scores_gemma":[0.0001686937,0.002594366,0.9668362,0.0001557075,0.00008316084,0.001609665,0.001015422,0.004615911,0.004673573,0.0009715041,0.01714808,0.000127655],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8934376,0.002361044,0.06355873,0.000661796,0.0005403395,0.003512931,0.006192041,0.000801292,0.02893426],"genre_scores_gemma":[0.8852303,0.00147143,0.09818773,0.0004286402,0.0002259415,0.003187984,0.004108701,0.0000783475,0.007080855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003792701,"threshold_uncertainty_score":0.01268786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02309770569592713,"score_gpt":0.336669562229036,"score_spread":0.3135718565331089,"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."}}