{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009742678,0.00006216652,0.0001441519,0.001183396,0.0001040633,0.00004185862,0.0001129016,0.00002973237,0.00001792771],"category_scores_gemma":[0.0003426246,0.00005163615,0.000146192,0.001969325,0.0004470356,0.0001754083,0.00008357666,0.00009524828,0.000009090561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003675286,"about_ca_system_score_gemma":0.001389885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005506559,"about_ca_topic_score_gemma":6.034142e-7,"domain_scores_codex":[0.9971991,0.0001060274,0.0001531244,0.0003443355,0.001905723,0.000291677],"domain_scores_gemma":[0.9987351,0.00007037797,0.00001010533,0.0003028526,0.0007957319,0.00008587614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002429078,0.0002832448,0.0002505227,0.0002929782,0.0002384071,0.000744577,0.00008232472,0.0003189727,0.8854166,0.0003244893,0.00006071862,0.1117442],"study_design_scores_gemma":[0.008551366,0.008065792,0.1908399,0.001564436,0.0006438423,0.006259127,0.0005143355,0.7707898,0.006658564,0.001870151,0.003926235,0.0003164835],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994182,0.002489503,0.001148055,0.0002928297,0.0002456104,0.0008171781,0.00003929722,0.00001369733,0.0007718118],"genre_scores_gemma":[0.998107,0.0000644505,0.00156119,0.000003047962,0.00007774315,0.0001243054,0.00001660483,0.000008276484,0.00003741604],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8787581,"threshold_uncertainty_score":0.3376637,"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."}}