{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004774237,0.0001410386,0.0003340578,0.0006462209,0.0001259026,0.0001719539,0.000231036,0.0001531649,0.00047827],"category_scores_gemma":[0.001655749,0.0001282818,0.00005431624,0.001052855,0.0001515467,0.0007822854,0.0001081741,0.0005294595,0.000088162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001534495,"about_ca_system_score_gemma":0.0006577597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003915831,"about_ca_topic_score_gemma":0.000472772,"domain_scores_codex":[0.9964121,0.0008124065,0.000449939,0.0005179248,0.001396142,0.0004114736],"domain_scores_gemma":[0.9972299,0.0006674236,0.0001485411,0.0004985717,0.001216141,0.0002394405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007943784,0.00187001,0.5635245,0.002655003,0.001150102,0.00005743942,0.006615651,0.00003194808,0.3418897,0.04478155,0.001966647,0.03466306],"study_design_scores_gemma":[0.0005171444,0.001239649,0.969259,0.0006421226,0.00005089996,0.00001869144,0.00109857,0.01146141,0.01440297,0.0005148111,0.0006512851,0.0001434895],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895507,0.0002803584,0.0001852796,0.006352206,0.0005347701,0.0006983195,0.00003266393,0.0001546715,0.002211053],"genre_scores_gemma":[0.9978546,0.0003109293,0.0009371059,0.0001154282,0.0001629423,0.00002983075,0.0003427115,0.00004638002,0.000200065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4057344,"threshold_uncertainty_score":0.591959,"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."}}