{"id":"W1986756242","doi":"10.2460/javma.246.10.1076","title":"Management of incidentally detected heart murmurs in dogs and cats","year":2015,"lang":"en","type":"review","venue":"Journal of the American Veterinary Medical Association","topic":"Cardiovascular Conditions and Treatments","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Heart murmur; CATS; Medicine; Profiling (computer programming); Internal medicine; Cardiology; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004656132,0.0004671461,0.0008195494,0.001356092,0.0002408508,0.0006765263,0.000634669,0.0009227071,0.001204286],"category_scores_gemma":[0.001508923,0.000131123,0.0005197649,0.0005064805,0.0002976169,0.0006129865,0.0004299417,0.001064528,0.0004466444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00027778,"about_ca_system_score_gemma":0.0006686185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001053783,"about_ca_topic_score_gemma":0.002701641,"domain_scores_codex":[0.9997652,0.00005991612,0.00004741003,0.00003216181,0.00007140433,0.00002391142],"domain_scores_gemma":[0.9996126,0.0001964405,0.00009386783,0.000006781869,0.00005481364,0.00003547462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000128001,0.0001132944,0.0022932,0.0152781,0.0001719638,0.002254062,0.0001357796,0.0004526166,0.001489913,0.001242547,0.0151804,0.9612602],"study_design_scores_gemma":[0.0001433068,0.00073232,0.02531637,0.05558014,0.001063744,0.07406226,0.001061468,0.001021032,0.002049103,0.004691225,0.8341509,0.0001281515],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001153516,0.9969695,0.000286069,0.0003879767,0.0001357051,0.000009348718,0.00001569229,0.000008118195,0.001034017],"genre_scores_gemma":[0.008978965,0.989121,0.0008444676,0.0003491131,0.0003024087,0.00001291984,0.00005744203,0.00000201752,0.0003315117],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001356092,"threshold_uncertainty_score":0.004028738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03620564819182186,"score_gpt":0.3644425742956821,"score_spread":0.3282369261038602,"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."}}