{"id":"W4391116245","doi":"10.1016/j.earlhumdev.2024.105942","title":"Challenges in clinical identification of right ventricular dysfunction in preterm infants with persistent pulmonary hypertension of the newborn","year":2024,"lang":"en","type":"article","venue":"Early Human Development","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children; Mount Sinai Hospital; University of Toronto","funders":"","keywords":"Medicine; Pulmonary hypertension; Gestational age; Cardiology; Internal medicine; Kappa; Pediatrics; Blood pressure; Pregnancy","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":[0.001248104,0.00009948477,0.0002519203,0.0003043839,0.00003636066,0.00000761719,0.0001167512,0.00009182605,0.00002084071],"category_scores_gemma":[0.00009433667,0.00006379285,0.00006682464,0.0003558315,0.00008891492,0.00007807048,0.00007081978,0.0003306387,0.00001092543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002201701,"about_ca_system_score_gemma":0.0004532933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003399933,"about_ca_topic_score_gemma":0.0001170772,"domain_scores_codex":[0.9979293,0.0001434799,0.0007962896,0.0003177976,0.0006257721,0.0001873674],"domain_scores_gemma":[0.9993122,0.00007751997,0.0001167146,0.0003047729,0.0001181019,0.00007064196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008504945,0.0008247409,0.5642416,0.003058588,0.0001272635,0.0009713741,0.002127263,0.00001722924,0.006374753,0.0001492437,0.00003437375,0.421223],"study_design_scores_gemma":[0.0007695544,0.0003210934,0.99129,0.001540846,0.0000149752,0.00003576261,0.00005665758,0.0001124907,0.004078981,0.00002017558,0.001697721,0.00006168571],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934272,0.005138247,0.000004441903,0.0003418583,0.0001042085,0.0007191455,6.242338e-7,0.00001166049,0.0002525891],"genre_scores_gemma":[0.9993099,0.0002859318,0.00008369019,0.00002289194,0.00002656851,0.00004296691,0.00000514038,0.00001430821,0.0002086306],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4270484,"threshold_uncertainty_score":0.2601397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09791204577550452,"score_gpt":0.3526590914223502,"score_spread":0.2547470456468457,"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."}}