{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008573441,0.0001759448,0.0006926332,0.0006723212,0.0000305529,0.00000767126,0.00005270668,0.0001021811,0.00002872958],"category_scores_gemma":[0.0001568256,0.0001342557,0.0003607514,0.001171486,0.0002116651,0.0001535316,0.00005908125,0.0002001083,0.000001264714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002065047,"about_ca_system_score_gemma":0.00005056348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001820785,"about_ca_topic_score_gemma":7.301019e-7,"domain_scores_codex":[0.9981966,0.000326027,0.0003766484,0.0004019135,0.0004711199,0.0002276699],"domain_scores_gemma":[0.9983595,0.0007533446,0.0001331965,0.0003946665,0.0002128733,0.0001463921],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003579089,0.0003181116,0.9958987,0.0002547426,0.0004802709,0.0001227876,0.0001038982,0.00001216653,0.00134421,0.00008069787,0.00004679786,0.00097968],"study_design_scores_gemma":[0.002832273,0.00097337,0.9917521,0.0001629464,0.0001868214,0.00002102068,0.0006297069,0.0001127925,0.0008371051,0.002066626,0.0003179956,0.000107189],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941754,0.00348203,0.00007142645,0.0001371873,0.00006199958,0.0008570869,0.0000386369,0.00001763355,0.001158557],"genre_scores_gemma":[0.9964048,0.001986011,0.001479267,0.00003863454,0.00001081621,0.00003307615,0.00002283571,0.0000121311,0.0000124079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004146575,"threshold_uncertainty_score":0.5474787,"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."}}