{"id":"W4412580040","doi":"10.1093/eurjpc/zwaf456","title":"Refining current risk stratification guidelines for pregnant women with Fontan circulation: lessons from PROFAT registry","year":2025,"lang":"en","type":"article","venue":"European Journal of Preventive Cardiology","topic":"Cardiovascular Issues in Pregnancy","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; University of British Columbia","funders":"","keywords":"Medicine; Pregnancy; Hazard ratio; Fontan procedure; Obstetrics; Risk assessment; Internal medicine; Heart disease; Confidence interval","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":[0.002173055,0.0002072222,0.0007680098,0.000160137,0.0001085673,0.00002617279,0.0002301607,0.00005251446,0.00001124497],"category_scores_gemma":[0.001501772,0.0001591361,0.0004245155,0.0001732539,0.0001219659,0.0001025777,0.00006773283,0.0004158118,0.000004278582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002024126,"about_ca_system_score_gemma":0.0002878014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001604848,"about_ca_topic_score_gemma":0.000001771598,"domain_scores_codex":[0.9971517,0.001095914,0.0008798214,0.0003671304,0.0002536113,0.000251806],"domain_scores_gemma":[0.9967846,0.000164946,0.0007786269,0.0005831394,0.001584165,0.0001044969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002515701,0.0001701856,0.0405169,0.0004067608,0.008334276,0.001182659,0.00152592,0.002031049,0.004883834,0.0008591211,0.008577883,0.9289957],"study_design_scores_gemma":[0.0158613,0.002553905,0.7064282,0.01556022,0.005987774,0.003113772,0.002301301,0.0001694649,0.00152211,0.003622126,0.2421464,0.0007333827],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2954534,0.05189764,0.6397666,0.001663207,0.002117796,0.001066129,0.0001134239,0.00005840234,0.007863458],"genre_scores_gemma":[0.9828697,0.001444779,0.01376099,0.00006272543,0.00118779,0.00004108754,0.0000526855,0.00004348486,0.000536722],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9282624,"threshold_uncertainty_score":0.6489382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06237475384608326,"score_gpt":0.3634763943484381,"score_spread":0.3011016405023549,"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."}}