{"id":"W3134600745","doi":"10.1111/jth.15213","title":"Communication from the ISTH SSC Subcommittee on Women's Health Issues in Thrombosis and Haemostasis: A Survey on Anticoagulation for Mechanical Heart Valves in Pregnancy","year":2021,"lang":"en","type":"article","venue":"Journal of Thrombosis and Haemostasis","topic":"Cardiovascular Issues in Pregnancy","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Queen's University; McGill University","funders":"","keywords":"Medicine; Thrombosis; Hemostasis; Pregnancy; Medical emergency; Intensive care medicine; Surgery; Biology","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":[0.002155572,0.0002739689,0.0012969,0.0001949848,0.000196132,0.0001124532,0.0001883432,0.0001661497,0.00003604013],"category_scores_gemma":[0.0008118681,0.0002095037,0.0002787327,0.0004050886,0.0001172329,0.0002027135,0.0001295961,0.0005390181,0.000001459789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003025956,"about_ca_system_score_gemma":0.0001943536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000697591,"about_ca_topic_score_gemma":0.001207558,"domain_scores_codex":[0.9966586,0.001081853,0.0009511671,0.000385833,0.000558911,0.0003635949],"domain_scores_gemma":[0.9970883,0.001338892,0.0003848204,0.0007612883,0.000260964,0.0001658029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003643954,0.005207954,0.7435212,0.0009967071,0.003946816,0.0001110848,0.02922525,0.0001511576,0.001331551,0.002762731,0.0219526,0.187149],"study_design_scores_gemma":[0.005671017,0.0009934219,0.9788183,0.006372648,0.0002004044,0.00005798567,0.002068901,0.0001115064,0.002116548,0.002012786,0.001360456,0.0002160305],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9312751,0.02668293,0.00009474243,0.04088869,0.0001671745,0.0007427752,0.0001057245,0.00001208066,0.00003084657],"genre_scores_gemma":[0.9466075,0.04809346,0.003602166,0.00146321,0.00008016638,0.00003322076,0.00006859215,0.00004117383,0.00001049578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2352971,"threshold_uncertainty_score":0.8543311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1048617393735728,"score_gpt":0.385484054239677,"score_spread":0.2806223148661042,"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."}}