{"id":"W2196542401","doi":"10.1086/683694","title":"The Unique Heart Sound Signature of Children with Pulmonary Artery Hypertension","year":2015,"lang":"en","type":"article","venue":"Pulmonary Circulation","topic":"Pulmonary Hypertension Research and Treatments","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian VIGOUR Centre; Stollery Children's Hospital; University of Alberta","funders":"Stollery Children’s Hospital Foundation; Women and Children's Health Research Institute","keywords":"Medicine; Pulmonary hypertension; Cardiology; Signature (topology); Sound (geography); Pulmonary artery; Internal medicine; Acoustics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002856225,0.0003293366,0.0003712821,0.00102015,0.0001510928,0.0003480054,0.0001380124,0.000355719,0.0008593546],"category_scores_gemma":[0.001710589,0.0001764054,0.0001990865,0.0004223728,0.0003317894,0.0003164119,0.0003853488,0.00025575,0.000197584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001095545,"about_ca_system_score_gemma":0.0001473809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007936456,"about_ca_topic_score_gemma":0.0008171475,"domain_scores_codex":[0.9997569,0.00004456051,0.00002799047,0.00006347209,0.00005726727,0.00004971426],"domain_scores_gemma":[0.9990859,0.000316554,0.0003475493,0.0000432743,0.00007440196,0.000132345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001330648,0.00002251916,0.9777046,0.00002260617,0.00001931666,0.001108667,0.0002717345,0.0001330395,0.01452956,0.00003475125,0.00004628543,0.00597379],"study_design_scores_gemma":[0.000002668674,0.00008477886,0.9954625,0.00000263147,0.000009677762,0.002928712,0.0001748147,0.0002790153,0.0009733547,0.00001810035,0.00006029107,0.000003573243],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995369,0.00004111074,0.0002611452,0.000007370356,0.000001809891,0.000003109498,0.0000560345,0.000005370154,0.00008717024],"genre_scores_gemma":[0.9993724,0.00003916678,0.0004289889,0.000006122276,0.000005675679,0.000005331192,0.00009657774,0.000002680559,0.00004303693],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00102015,"threshold_uncertainty_score":0.002874792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0311684239209405,"score_gpt":0.2642752380008959,"score_spread":0.2331068140799554,"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."}}