{"id":"W4401285184","doi":"10.1016/j.thromres.2024.109113","title":"Examining postpartum anticoagulation practices: An international survey of healthcare providers","year":2024,"lang":"en","type":"article","venue":"Thrombosis Research","topic":"Blood Coagulation and Thrombosis Mechanisms","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sinai Health System; University Health Network; Ottawa Hospital; University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Postpartum period; Pulmonary embolism; Deep vein; Low molecular weight heparin; Thrombosis; Venous thromboembolism; Pregnancy; Emergency medicine; Obstetrics; Intensive care medicine; Surgery","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":[0.001864441,0.0001944043,0.0002605228,0.001112338,0.0007804392,0.0008463411,0.0004376259,0.000720044,0.001360578],"category_scores_gemma":[0.007365232,0.0003820413,0.0002916516,0.002521658,0.0003929253,0.001066296,0.001207188,0.0007815646,0.0002419092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007074758,"about_ca_system_score_gemma":0.001110852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02252118,"about_ca_topic_score_gemma":0.02532649,"domain_scores_codex":[0.998646,0.0005119824,0.0002239235,0.0001528599,0.000206527,0.0002587811],"domain_scores_gemma":[0.9945585,0.00149974,0.002362871,0.0002533824,0.000656498,0.0006690161],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000211589,0.00004480197,0.9962768,0.00001012713,0.000013255,0.00003358628,0.001763778,0.00000825105,0.00008253675,0.00001843802,0.0001429262,0.001584362],"study_design_scores_gemma":[0.00000345025,0.00005871254,0.9914942,0.00002249344,0.000009705912,0.00008801046,0.007822604,0.00005177644,0.00003437945,0.000009464199,0.0004017272,0.000003452752],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998255,0.0002177168,0.0000659037,0.0002554687,0.000004490572,0.00002081676,0.000327849,0.000001380677,0.000851304],"genre_scores_gemma":[0.9985632,0.0003930538,0.0001536168,0.0003199576,0.000005640646,0.00003212517,0.0003035791,0.000002593464,0.0002263097],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02252118,"threshold_uncertainty_score":0.04478019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4485847601950166,"score_gpt":0.5104213828188019,"score_spread":0.06183662262378525,"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."}}