{"id":"W4386752273","doi":"10.1136/openhrt-2023-002430","title":"Cardiovascular events more than 6 months after pregnancy in patients with congenital heart disease","year":2023,"lang":"en","type":"article","venue":"Open Heart","topic":"Cardiovascular Issues in Pregnancy","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"School of Medicine, University of California, San Francisco; University of California, San Francisco","keywords":"Medicine; Pregnancy; Incidence (geometry); Heart disease; Hazard ratio; Proportional hazards model; Heart failure; Disease; Internal medicine; Cardiology; Obstetrics; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003282278,0.0003070857,0.0008048547,0.0001903002,0.00007100801,0.00006136097,0.0002618578,0.00009841521,0.0001487101],"category_scores_gemma":[0.0001086127,0.0002635923,0.0005520297,0.0006786755,0.00008281908,0.0003697936,0.0004853692,0.0002506124,0.0005632422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001182509,"about_ca_system_score_gemma":0.0001515069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002118033,"about_ca_topic_score_gemma":0.00002931958,"domain_scores_codex":[0.9971517,0.0001545136,0.0003237765,0.0007387256,0.001052798,0.000578504],"domain_scores_gemma":[0.9977739,0.00002790804,0.00002844017,0.001643219,0.0001418487,0.0003846957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008135616,0.0002618105,0.9941901,0.0001214392,0.0006861254,0.001393448,0.0002785323,0.00006741603,0.000002230946,0.000003098834,0.0007330839,0.001449163],"study_design_scores_gemma":[0.005705035,0.0001576982,0.9824438,0.002043593,0.0004365843,0.00004480064,0.00005688287,0.00002370406,0.00001908298,0.00003027848,0.008715702,0.0003228049],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882385,0.005954851,0.000006763528,0.0004689989,0.000269182,0.003738553,0.00007284374,0.0001140519,0.001136252],"genre_scores_gemma":[0.9962125,0.00005374159,0.0004043016,0.0002214715,0.00008067396,0.0008561529,0.0001848499,0.0001027676,0.001883529],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01174626,"threshold_uncertainty_score":0.9999816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01289800034374316,"score_gpt":0.2690557587080927,"score_spread":0.2561577583643495,"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."}}