{"id":"W4417013939","doi":"10.1182/blood-2025-1348","title":"The score settles it? maybe not: Navigating postpartum VTE prophylaxis","year":2025,"lang":"en","type":"article","venue":"Blood","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Incidence (geometry); Pregnancy; Medical history; Risk factor; Family history; Cohort; Gestation; Postpartum period","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006884625,0.0003784057,0.0005942435,0.00096364,0.0009638664,0.002877206,0.0008587005,0.0009028895,0.004773831],"category_scores_gemma":[0.03960884,0.0001943675,0.0004777231,0.001034474,0.0009908264,0.003279549,0.001822847,0.002518399,0.001352692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001266414,"about_ca_system_score_gemma":0.002615992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002787285,"about_ca_topic_score_gemma":0.005287848,"domain_scores_codex":[0.9954951,0.002488229,0.0004818228,0.0002404456,0.0009187373,0.0003756185],"domain_scores_gemma":[0.9881399,0.002900721,0.002440845,0.0004820295,0.003207,0.002829553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003103182,0.0003838443,0.4525327,0.0004577923,0.0002155353,0.0002968441,0.0008381812,0.0002759493,0.0002684435,0.001561036,0.1162981,0.4265612],"study_design_scores_gemma":[0.0005730526,0.00430587,0.7301838,0.008355211,0.000827192,0.005943665,0.02021348,0.007851899,0.001280507,0.05359092,0.1664985,0.0003759454],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.3691177,0.01122275,0.007617152,0.5762404,0.003571719,0.0002323946,0.0009740976,0.0004075455,0.03061629],"genre_scores_gemma":[0.9444315,0.009438276,0.01261672,0.02787952,0.001730253,0.0001445631,0.0006827809,0.00007290306,0.00300354],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.006884625,"threshold_uncertainty_score":0.0364098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01253190036153297,"score_gpt":0.2800650428315624,"score_spread":0.2675331424700295,"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."}}