{"id":"W4210607307","doi":"10.1016/j.ejim.2022.01.034","title":"Pregnancy-related venous thromboembolism: Progress but questions remain","year":2022,"lang":"en","type":"letter","venue":"European Journal of Internal Medicine","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Venous thromboembolism; Pregnancy; Intensive care medicine; Venous thrombosis; Obstetrics; Internal medicine; Thrombosis","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","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001995084,0.0007227531,0.002758723,0.001075835,0.0002092822,0.00005430691,0.001136496,0.0002015059,0.005915866],"category_scores_gemma":[0.0005898465,0.0005356808,0.0006524578,0.0004040023,0.0005547485,0.0001413544,0.0003962835,0.005950359,0.0001628652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004769614,"about_ca_system_score_gemma":0.0002563297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006346668,"about_ca_topic_score_gemma":0.000001428105,"domain_scores_codex":[0.9929824,0.001274506,0.00248056,0.000567379,0.001969451,0.0007256617],"domain_scores_gemma":[0.9954253,0.0001995809,0.002530376,0.0008446315,0.0006165879,0.0003835328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001414241,0.0006690622,0.0001174886,0.0005963072,0.002204391,0.08853471,0.001222265,0.00000760611,0.00007875237,0.00009333885,0.8926673,0.01366738],"study_design_scores_gemma":[0.0035418,0.0126108,0.005138454,0.02192677,0.003120034,0.01113287,0.0003809545,0.000009147439,0.00002385629,0.0001657644,0.9414974,0.0004521252],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.006846675,0.03390951,0.0002918372,0.8563794,0.01123061,0.001410501,0.00005181375,0.000182213,0.08969746],"genre_scores_gemma":[0.07051741,0.01062514,0.001615384,0.8454102,0.03741449,0.00006083873,0.000360029,0.001011008,0.03298553],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07740184,"threshold_uncertainty_score":0.9997095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02012187132673648,"score_gpt":0.2754458177011855,"score_spread":0.255323946374449,"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."}}