{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001548578,0.0000716396,0.0002424888,0.0001034167,0.00002064553,0.00000596846,0.00004923829,0.000102854,0.0001098324],"category_scores_gemma":[0.0007576605,0.00005129487,0.0001685284,0.0003759998,0.00009724671,0.00007431435,0.00001285349,0.0001661241,0.00003806339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000011251,"about_ca_system_score_gemma":0.0001461184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000221017,"about_ca_topic_score_gemma":5.613134e-7,"domain_scores_codex":[0.9986639,0.0001257687,0.0003806205,0.0001627835,0.0005679444,0.00009895323],"domain_scores_gemma":[0.9985768,0.0001509385,0.0001262064,0.0002168893,0.0008226645,0.0001065064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001616725,0.0001803308,0.9692956,0.00001103827,0.0000468903,1.277599e-7,0.00001305307,0.000004414106,0.00003536152,0.00001315174,0.01106317,0.01932076],"study_design_scores_gemma":[0.001174956,0.000551857,0.9960823,0.00001101121,0.0006936455,0.000004887414,0.00001654519,0.00009144156,0.0004394305,0.000765713,0.0001026655,0.0000655476],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965405,0.0002877756,0.0004769561,0.0003172671,0.00006072816,0.0006822364,0.000004191787,0.00007023669,0.001560074],"genre_scores_gemma":[0.994617,0.0002247219,0.004451513,0.0003037598,0.0003146839,0.00003659479,0.00002021622,0.000009340061,0.00002209892],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02678677,"threshold_uncertainty_score":0.2091744,"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."}}