{"id":"W4205523662","doi":"10.1513/annalsats.202108-998oc","title":"Cardiac Catheterization and Hemodynamics in a Multicenter Cohort of Children with Pulmonary Hypertension","year":2022,"lang":"en","type":"article","venue":"Annals of the American Thoracic Society","topic":"Pulmonary Hypertension Research and Treatments","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Pulmonary hypertension; Cardiac catheterization; Cohort; Cardiology; Pulmonary wedge pressure; Internal medicine; Hemodynamics; Cohort study","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":[0.0009130085,0.0002592408,0.0003604807,0.0008043334,0.000393732,0.0005634586,0.0003758665,0.0003440236,0.001113403],"category_scores_gemma":[0.002667735,0.0002281649,0.0003911363,0.0008958503,0.0004027731,0.000638149,0.000466452,0.0005961211,0.0001279597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003768333,"about_ca_system_score_gemma":0.0005158492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003479292,"about_ca_topic_score_gemma":0.003238802,"domain_scores_codex":[0.999083,0.0001970117,0.00009276152,0.0002961921,0.0002128421,0.0001181199],"domain_scores_gemma":[0.9972352,0.0004160011,0.001532421,0.0002257748,0.0001975997,0.0003929324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000015742,0.000006349809,0.9996082,0.000001835587,0.00001213127,0.00003644166,0.00001795413,0.00001028949,0.00005844179,0.00000650766,0.00003286871,0.0001932671],"study_design_scores_gemma":[0.000003572992,0.00003669359,0.9992483,0.000003634246,0.000009980476,0.0003912606,0.0001006335,0.0000967334,0.00003475113,0.00001032742,0.00006257245,0.00000144522],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993719,0.000108028,0.00006963153,0.00003427421,0.000004475888,0.000005423289,0.0002785495,0.000001870146,0.0001256661],"genre_scores_gemma":[0.999363,0.00007311655,0.0000976505,0.00002438726,0.00001901277,0.00001151478,0.0003763655,0.000002127534,0.00003276511],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003479292,"threshold_uncertainty_score":0.006918073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03603545998989412,"score_gpt":0.3312936639693816,"score_spread":0.2952582039794875,"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."}}