{"id":"W2133944596","doi":"10.1177/0009922813488653","title":"Evaluation of Children With Heart Murmurs","year":2013,"lang":"en","type":"article","venue":"Clinical Pediatrics","topic":"Phonocardiography and Auscultation Techniques","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Heart murmur; Referral; Physical examination; Pathological; Heart disease; Pediatrics; Cardiology; Internal medicine; Family medicine","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":[0.0004087014,0.0004886006,0.000577943,0.001471387,0.0005338562,0.0004814005,0.0003033425,0.0005200486,0.002677721],"category_scores_gemma":[0.0028156,0.0001617109,0.0002077699,0.000410442,0.0004217966,0.0006658644,0.0004085807,0.0007795517,0.0004120266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003676805,"about_ca_system_score_gemma":0.0006106787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001836239,"about_ca_topic_score_gemma":0.002688662,"domain_scores_codex":[0.9995924,0.0000913337,0.00004864204,0.0000314116,0.0001538716,0.00008249384],"domain_scores_gemma":[0.9992495,0.000196652,0.0001821591,0.00001531717,0.0001529942,0.0002034115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000241809,0.0001984635,0.6636055,0.0006778542,0.00004500528,0.195268,0.002926133,0.0003316812,0.009715343,0.0009916115,0.0118226,0.1141759],"study_design_scores_gemma":[0.00002549759,0.0006627808,0.4927096,0.0008904455,0.00006986385,0.4727174,0.004164017,0.0005525906,0.004500875,0.0007310035,0.02291489,0.00006095668],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9062878,0.0299067,0.004765123,0.005598688,0.0005364282,0.0003499801,0.0005102642,0.0003256934,0.05171936],"genre_scores_gemma":[0.9724854,0.01610916,0.006230007,0.0009983522,0.0003645726,0.00009605524,0.0002257898,0.00003922381,0.00345162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002677721,"threshold_uncertainty_score":0.008957803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06191625266836231,"score_gpt":0.3881190205350363,"score_spread":0.326202767866674,"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."}}