{"id":"W4388283477","doi":"10.1016/j.repc.2023.08.003","title":"Characterization of cardiac arrhythmias and maternal–fetal outcomes in pregnant women: A prospective cohort study","year":2023,"lang":"en","type":"article","venue":"Revista Portuguesa de Cardiologia","topic":"Cardiovascular Issues in Pregnancy","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston Health Sciences Centre; Queen's University","funders":"","keywords":"Medicine; Context (archaeology); Prospective cohort study; Palpitations; Pregnancy; Heart disease; Internal medicine; Cohort; Cardiac arrhythmia; Cardiology; Obstetrics; Pediatrics; Atrial fibrillation","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":[0.00191522,0.0002815265,0.001727109,0.0002827674,0.00002932473,0.00002486429,0.0001007199,0.0001452787,0.00001263109],"category_scores_gemma":[0.000454197,0.000235889,0.0003385462,0.0005131877,0.0001253185,0.00009373915,0.0001859604,0.0002347711,0.00001501228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003224398,"about_ca_system_score_gemma":0.00009593976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002277135,"about_ca_topic_score_gemma":7.532879e-7,"domain_scores_codex":[0.9975699,0.000330849,0.0006267782,0.0005817743,0.0004353136,0.0004553791],"domain_scores_gemma":[0.9987208,0.0000722692,0.000183527,0.0007520907,0.0001373366,0.0001339491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008473152,0.00006848825,0.9876509,0.0003107688,0.00119811,0.001311573,0.001018878,0.000004287625,0.004604479,0.00004018419,0.00001113974,0.0036964],"study_design_scores_gemma":[0.0008598401,0.0003236125,0.9962696,0.0004417278,0.0003144718,0.0002873464,0.0004287851,0.00001576849,0.0005127569,0.00001976789,0.0003207836,0.0002055464],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941401,0.00189621,0.00003499021,0.00002310151,0.0002098079,0.003061474,0.00006799134,0.0001578269,0.0004085257],"genre_scores_gemma":[0.9955903,0.002907649,0.00005698748,0.00001780011,0.0001211018,0.0005401042,0.00009474158,0.00004561881,0.0006257037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008618632,"threshold_uncertainty_score":0.9619275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01071862813766481,"score_gpt":0.2649842286446124,"score_spread":0.2542656005069475,"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."}}