{"id":"W2024286777","doi":"10.1111/jsap.12334","title":"Listen to the sound: what is normal?","year":2015,"lang":"en","type":"letter","venue":"Journal of Small Animal Practice","topic":"Phonocardiography and Auscultation Techniques","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Auscultation; Heart murmur; Heart sounds; Clinical significance; Physical examination; Heart Auscultation; Heart disease; Cardiology; Sound (geography); Internal medicine; Presentation (obstetrics); Intensive care medicine; Surgery; Electrocardiography","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":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002098342,0.0002893292,0.000628244,0.0003782772,0.0001043429,0.000382198,0.0004454918,0.0004587488,0.00008044249],"category_scores_gemma":[0.001157971,0.0001777054,0.0006099162,0.0004058043,0.00006317488,0.001420957,0.00008606732,0.00355456,0.00011732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001198241,"about_ca_system_score_gemma":0.0003416764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003670665,"about_ca_topic_score_gemma":0.000002345647,"domain_scores_codex":[0.9974307,0.0002801491,0.0007329703,0.0002182174,0.001034428,0.0003035652],"domain_scores_gemma":[0.9953542,0.0005792832,0.00131855,0.0003785029,0.002158616,0.0002108329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009258605,0.00006377308,0.00003390577,0.00009062636,0.0006135243,0.001594532,0.001064834,0.000001144249,0.0001372273,0.000006068112,0.9924965,0.002972014],"study_design_scores_gemma":[0.0004616728,0.002074152,0.0002094494,0.0004399373,0.001338591,0.006522117,0.001723217,0.000001974709,0.0002881803,0.0001663924,0.9865745,0.0001997571],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0008007813,0.004471043,0.000593355,0.9854212,0.0006284601,0.0003948257,0.00001350034,0.00003639262,0.007640462],"genre_scores_gemma":[0.002901559,0.002598362,0.008507445,0.9737899,0.01052096,0.00001145614,0.00001314471,0.00005610134,0.001601094],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0116313,"threshold_uncertainty_score":0.9987443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05255876868384356,"score_gpt":0.3264354706751376,"score_spread":0.273876701991294,"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."}}