{"id":"W2890035758","doi":"10.1016/j.ijcard.2018.04.125","title":"Active right atrial emptying fraction predicts reduced survival and increased adverse events in childhood pulmonary arterial hypertension","year":2018,"lang":"en","type":"article","venue":"International Journal of Cardiology","topic":"Pulmonary Hypertension Research and Treatments","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; Stollery Children's Hospital","funders":"Stollery Children’s Hospital Foundation","keywords":"Medicine; Internal medicine; Cardiology; Pulmonary hypertension; Area under the curve; Receiver operating characteristic","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003680715,0.0001390971,0.0004840553,0.0004107211,0.00005339475,0.000004383949,0.0001220626,0.0001415958,0.00005303733],"category_scores_gemma":[0.0005431034,0.0001064469,0.0001980188,0.00008562805,0.00011168,0.000249255,0.00007558362,0.0003089445,0.00001348733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001756398,"about_ca_system_score_gemma":0.000224558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005489357,"about_ca_topic_score_gemma":0.000004241265,"domain_scores_codex":[0.9983465,0.0002651159,0.0004261261,0.0002113173,0.0005445934,0.0002063677],"domain_scores_gemma":[0.9986308,0.0001699771,0.000223906,0.0001079926,0.0006743219,0.0001929617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.07295231,0.001213778,0.6613013,0.00001760282,0.005079676,0.04357861,0.0001359188,0.00003993983,0.1863207,0.00003994684,0.0006632915,0.02865689],"study_design_scores_gemma":[0.008368389,0.0008965873,0.9747127,0.0001448317,0.0001255321,0.01293351,0.0001046375,0.000149359,0.001209818,0.0003699253,0.0009011558,0.00008360604],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954454,0.0001033438,0.00004069728,0.0008263857,0.002371082,0.0001962297,0.00001963936,0.000008678908,0.0009885634],"genre_scores_gemma":[0.9953227,0.000273111,0.0001507775,0.0001096624,0.00406169,0.000002796396,0.00004628298,0.00001275843,0.00002023214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3134114,"threshold_uncertainty_score":0.434078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0197528384942427,"score_gpt":0.3007035923399232,"score_spread":0.2809507538456805,"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."}}