{"id":"W4403261721","doi":"10.1016/j.rvsc.2024.105430","title":"Evaluation of potential novel biomarkers for feline hypertrophic cardiomyopathy","year":2024,"lang":"en","type":"article","venue":"Research in Veterinary Science","topic":"Cardiovascular Conditions and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"OVC Pet Trust","keywords":"CATS; Hypertrophic cardiomyopathy; Subclinical infection; Internal medicine; Heart failure; Medicine; Cardiomyopathy; Troponin; Endocrinology; Cardiology; Myocardial infarction","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0007275986,0.0005761179,0.0005434637,0.001519179,0.0002758703,0.0007498115,0.0002680445,0.0008395159,0.001083781],"category_scores_gemma":[0.0007122165,0.0002186344,0.0003492401,0.0005597392,0.0003252708,0.000411134,0.0002654808,0.000468498,0.0002534561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005260793,"about_ca_system_score_gemma":0.0002618221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009413998,"about_ca_topic_score_gemma":0.002609538,"domain_scores_codex":[0.9996549,0.00005102899,0.00002575462,0.0001043483,0.000109157,0.00005477703],"domain_scores_gemma":[0.9995998,0.00006867448,0.0001452936,0.0000104076,0.0001206228,0.0000552985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00108552,0.0002985591,0.272593,0.00119832,0.0002580483,0.0005928543,0.0003221809,0.0004829884,0.6773268,0.0002642997,0.0009539088,0.04462354],"study_design_scores_gemma":[0.00008096772,0.003521825,0.8014519,0.0003790682,0.0007795836,0.002582347,0.0009724238,0.008713157,0.1682056,0.0006390812,0.01258948,0.00008471114],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9801188,0.01223171,0.003961299,0.0002924018,0.0001044798,0.0001684267,0.001242126,0.00009469108,0.00178612],"genre_scores_gemma":[0.9799113,0.003134673,0.01289069,0.0003428784,0.00008173312,0.0002023854,0.001602203,0.00001192462,0.00182221],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001519179,"threshold_uncertainty_score":0.003847957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2378762068328265,"score_gpt":0.470384984944044,"score_spread":0.2325087781112175,"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."}}