{"id":"W3012776431","doi":"10.1111/jvim.15753","title":"Temporal changes in clinical and radiographic variables in dogs with preclinical myxomatous mitral valve disease: The EPIC study","year":2020,"lang":"en","type":"article","venue":"Journal of Veterinary Internal Medicine","topic":"Cardiovascular Conditions and Treatments","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island","funders":"Boehringer Ingelheim Animal Health","keywords":"Medicine; Heart failure; Cardiology; Heart rate; Internal medicine; Respiratory rate; Mitral valve; Heart disease; Blood pressure","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001126384,0.0001852448,0.0008364644,0.0002502836,0.00002837031,0.00001359613,0.0001487496,0.0000541121,0.00005449667],"category_scores_gemma":[0.0003195715,0.00009617648,0.000380183,0.0003168344,0.0003099422,0.00008485289,0.00006153232,0.0006621116,9.843848e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003054763,"about_ca_system_score_gemma":0.00007847622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001399835,"about_ca_topic_score_gemma":0.00008618946,"domain_scores_codex":[0.9978725,0.0003786456,0.0008806414,0.0002368796,0.0004519861,0.0001793747],"domain_scores_gemma":[0.9987914,0.0002963359,0.0002664301,0.0002049558,0.00007728228,0.000363571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005356242,0.0008130948,0.9586743,0.00006498375,0.001470589,0.03038024,0.000734643,0.000004036433,0.00001805445,0.000005034526,0.0001179272,0.002360911],"study_design_scores_gemma":[0.01422464,0.02431733,0.9499383,0.001283666,0.000978827,0.007825684,0.0008603394,0.00007753021,7.77214e-7,0.00005339514,0.0003570596,0.00008246612],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9853925,0.004870735,0.00005270316,0.008924422,0.0002282642,0.0004591241,0.000004202923,0.000007384163,0.00006066194],"genre_scores_gemma":[0.9975681,0.0008227486,0.000160341,0.0007069149,0.0006954193,0.00001387915,0.000003116389,0.00001736158,0.00001209684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02350423,"threshold_uncertainty_score":0.3921963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06973708754210221,"score_gpt":0.3707744952553331,"score_spread":0.3010374077132308,"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."}}