{"id":"W4405108905","doi":"10.1182/hematology.2024000591","title":"Estrogen, progestin, and beyond: thrombotic risk and contraceptive choices","year":2024,"lang":"en","type":"review","venue":"Hematology","topic":"Blood Coagulation and Thrombosis Mechanisms","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Calgary","funders":"Eli Lilly Canada; McMaster University; Eli Lilly and Company","keywords":"Medicine; Progestin; Levonorgestrel; Medroxyprogesterone acetate; Estrogen; Hormonal contraception; Pill; Gynecology; Population; Family planning; Obstetrics; Internal medicine; Pharmacology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001896332,0.0004378892,0.002486207,0.0002058408,0.00007947123,0.00003713197,0.00006332826,0.000536499,0.00008098773],"category_scores_gemma":[0.0001234967,0.0003109108,0.0001919336,0.0001817423,0.0002214354,0.00003802278,0.0001115775,0.0005959713,0.0001682658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002220367,"about_ca_system_score_gemma":0.000163223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008039927,"about_ca_topic_score_gemma":0.000008202574,"domain_scores_codex":[0.9982784,0.000157185,0.0005105147,0.0006252091,0.0001352969,0.0002933787],"domain_scores_gemma":[0.9989505,0.0002429125,0.0002752967,0.0002771067,0.00005253026,0.0002016048],"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":[0.00001260576,0.0001626841,0.0003304177,0.05244443,0.001764011,0.0003230519,0.0002523668,1.220107e-8,0.000002987883,0.2401942,0.000791154,0.7037221],"study_design_scores_gemma":[0.0009118608,0.0004816584,0.0000578875,0.01193498,0.01853696,0.01217207,0.0001202429,0.00004501497,0.00001953551,0.004612947,0.9505967,0.0005101638],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001839451,0.9970946,0.00004086761,0.0001501588,0.0002843402,0.001227963,0.00003174556,0.0001485396,0.0008378492],"genre_scores_gemma":[0.000515933,0.9976796,0.001046409,0.0001353189,0.0001093128,0.0001515031,0.00005179741,0.00007116995,0.0002389687],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9498055,"threshold_uncertainty_score":0.9999343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04573215774652521,"score_gpt":0.353385323790006,"score_spread":0.3076531660434808,"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."}}