{"id":"W4392364555","doi":"10.1139/cjpp-2023-0390","title":"Impact of biological sex on valvular heart disease, interventions, and outcomes","year":2024,"lang":"en","type":"review","venue":"Canadian Journal of Physiology and Pharmacology","topic":"Cardiovascular Issues in Pregnancy","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; University of Alberta","funders":"","keywords":"Medicine; Pregnancy; Presentation (obstetrics); Disease; valvular heart disease; Pathophysiology; Epidemiology; Psychological intervention; Heart disease; Intensive care medicine; Internal medicine; Surgery; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0003205016,0.0002934366,0.002331924,0.000538472,0.00004406473,0.000005999168,0.0001195586,0.0002998271,0.0006100878],"category_scores_gemma":[0.0000965768,0.0001807949,0.001988301,0.0001204078,0.0004440027,0.00002422987,0.00004302491,0.0007883363,0.00001054051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001170336,"about_ca_system_score_gemma":0.00108205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006107429,"about_ca_topic_score_gemma":0.00001133969,"domain_scores_codex":[0.9983519,0.0004595353,0.0006114642,0.0002538557,0.00006397777,0.000259265],"domain_scores_gemma":[0.998646,0.0002011841,0.000237056,0.0001645351,0.0000753567,0.000675894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007514977,0.0007350944,0.01850588,0.1672624,0.06712851,0.01550669,0.0005011627,0.00001971199,0.001230175,0.0007989054,0.0895886,0.6379714],"study_design_scores_gemma":[0.002146896,0.004274224,0.02942703,0.02788107,0.02891725,0.008554243,0.00001604632,0.000002889337,0.00002765092,0.001667149,0.8965175,0.0005680522],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02225699,0.9761793,0.000001081947,0.0001501066,0.0009026698,0.0003294606,0.0001441159,0.000004407476,0.00003188576],"genre_scores_gemma":[0.05944803,0.9398457,0.00002013825,0.0001795076,0.000336086,0.00001065053,0.00003114013,0.00002394919,0.0001048263],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8069289,"threshold_uncertainty_score":0.7372602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07274325814146242,"score_gpt":0.4364732579500212,"score_spread":0.3637299998085588,"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."}}