{"id":"W4400983238","doi":"10.1177/1753495x241263135","title":"Prediction of obstetric outcomes in sickle cell patients based on tricuspid regurgitant velocity","year":2024,"lang":"en","type":"article","venue":"Obstetric Medicine","topic":"Hemoglobinopathies and Related Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; Hôpital Maisonneuve-Rosemont; McGill University Health Centre; Centre Hospitalier Universitaire de Sherbrooke; Kingston General Hospital; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Cardiology; Internal medicine","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":[0.0003744628,0.0002983715,0.0007610193,0.001983514,0.00004264574,0.000008033633,0.0001247528,0.0002667636,0.0002906914],"category_scores_gemma":[0.002575037,0.0001945108,0.0001625339,0.004215671,0.0001263352,0.0000708418,0.00002593376,0.0005530525,0.00005704884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003118077,"about_ca_system_score_gemma":0.0001851383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007651634,"about_ca_topic_score_gemma":0.000001035523,"domain_scores_codex":[0.9971896,0.00007875676,0.0008926364,0.000474563,0.0009825535,0.0003818657],"domain_scores_gemma":[0.9977807,0.001243635,0.000147219,0.0004420868,0.0001616701,0.0002246938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000844232,0.006138917,0.7147152,0.005128082,0.000282951,0.001134579,0.002394762,0.00070307,0.001221622,0.0002787772,0.03450407,0.2326538],"study_design_scores_gemma":[0.03854322,0.01072309,0.8416954,0.005556731,0.0009458002,0.00001961838,0.001589522,0.05560656,0.001884372,0.000139782,0.04259184,0.000704077],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9252005,0.01387297,0.0001523724,0.002799183,0.004421914,0.001527796,0.00007332209,0.0002570513,0.05169493],"genre_scores_gemma":[0.9965418,0.0006974527,0.00009504044,0.0004317923,0.00008313048,0.00002242066,0.000124327,0.00004213306,0.001961921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2319497,"threshold_uncertainty_score":0.7931919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01557830509975749,"score_gpt":0.2372592815219335,"score_spread":0.221680976422176,"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."}}