{"id":"W4387621140","doi":"10.1161/res.133.suppl_1.p3119","title":"Abstract P3119: Identifying The Windows Of Cardiac Risk And Opportunity In Menopause","year":2023,"lang":"en","type":"article","venue":"Circulation Research","topic":"Menopause: Health Impacts and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University; University of Guelph","funders":"","keywords":"Menopause; Medicine; Estrogen; Internal medicine; Estrogen receptor; Myocardial infarction; Endocrinology; Cardiology; Physiology; Cancer; Breast cancer","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005026914,0.0002233009,0.000360393,0.0006043015,0.0003265273,0.0005784646,0.0003103009,0.0005182207,0.006696925],"category_scores_gemma":[0.000863018,0.0001425324,0.0003777904,0.0005636474,0.000195406,0.0004400745,0.0005253011,0.0005085703,0.0009458538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002971706,"about_ca_system_score_gemma":0.0005176663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001136866,"about_ca_topic_score_gemma":0.001288067,"domain_scores_codex":[0.9998753,0.00003224472,0.000008666755,0.00002944038,0.00002567852,0.00002864302],"domain_scores_gemma":[0.9997531,0.00004962937,0.00007801744,0.00001291078,0.00003693364,0.00006941113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01108509,0.0007792047,0.6529337,0.001268019,0.0002391044,0.003196952,0.0007943315,0.0004866308,0.1298327,0.001801634,0.01605919,0.1815234],"study_design_scores_gemma":[0.00008919845,0.0009551977,0.9862756,0.00006993839,0.00006566595,0.0009357394,0.0002191244,0.0003871865,0.003458554,0.0007025215,0.006826214,0.0000151594],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9650011,0.01099166,0.0033986,0.002457154,0.0002800214,0.000326536,0.00786776,0.0001265499,0.009550576],"genre_scores_gemma":[0.9862635,0.003982505,0.002197549,0.0003716596,0.0002604531,0.0003124475,0.002803429,0.00002250516,0.00378596],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006696925,"threshold_uncertainty_score":0.02240348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2480438058014578,"score_gpt":0.4612730059439383,"score_spread":0.2132292001424805,"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."}}