{"id":"W2955195295","doi":"10.1111/echo.14409","title":"Accuracy and reliability of qualitative echocardiography assessment of right ventricular size and function in neonates","year":2019,"lang":"en","type":"article","venue":"Echocardiography","topic":"Pulmonary Hypertension Research and Treatments","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Toronto","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Cardiology; Internal medicine; Kappa; Pulmonary hypertension; Ventricular function","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":[0.0104532,0.0004569357,0.0004358848,0.001177794,0.0001655362,0.0008259825,0.0005580056,0.0005916714,0.0005617373],"category_scores_gemma":[0.04100778,0.0002312777,0.0003820835,0.0002814377,0.0006915497,0.0005256713,0.0009258382,0.0002611744,0.0002537992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003310504,"about_ca_system_score_gemma":0.0002138152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001505093,"about_ca_topic_score_gemma":0.001406619,"domain_scores_codex":[0.9935928,0.002969947,0.0009396131,0.0008237078,0.001387614,0.0002862918],"domain_scores_gemma":[0.9694291,0.01749787,0.004293606,0.00199643,0.005766113,0.001016817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006288844,0.00002635289,0.9805791,0.00008413885,0.0001366562,0.0001177375,0.001228155,0.0004408939,0.002247636,0.00004483248,0.0001489951,0.01431649],"study_design_scores_gemma":[0.00002072101,0.0003917216,0.991167,0.0000780903,0.00007224473,0.0008645239,0.0009707685,0.003815433,0.002165353,0.0001243705,0.0003048609,0.00002488937],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973139,0.0004749746,0.001435364,0.00002580691,0.00001998889,0.00001514503,0.00009666785,0.00001786847,0.0006003045],"genre_scores_gemma":[0.999131,0.00007834164,0.0006044278,0.000009558512,0.000007660883,0.00001034064,0.0000851919,0.000003525762,0.00007004554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0104532,"threshold_uncertainty_score":0.05528241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01367929579178136,"score_gpt":0.3266177917950062,"score_spread":0.3129384960032249,"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."}}