{"id":"W4405046163","doi":"10.1182/blood-2024-206349","title":"Medical and Surgical Management for Heavy Menstrual Bleeding in Women with Ehlers-Danlos Syndrome","year":2024,"lang":"en","type":"article","venue":"Blood","topic":"Connective tissue disorders research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Bleeding diathesis; Von Willebrand disease; Cohort; Menstrual bleeding; Ehlers–Danlos syndrome; Retrospective cohort study; Pediatrics; Surgery; Obstetrics; Internal medicine; Von Willebrand factor","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002019557,0.0001158893,0.000160278,0.0006251956,0.0004249123,0.0002802107,0.0002158148,0.0002223248,0.001217732],"category_scores_gemma":[0.001129598,0.000100927,0.0002234494,0.0006508448,0.0002664939,0.0001091977,0.0002142788,0.0001967894,0.00008287375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006838086,"about_ca_system_score_gemma":0.0005498292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008746066,"about_ca_topic_score_gemma":0.01267503,"domain_scores_codex":[0.9997973,0.00003456669,0.00001955234,0.00003170603,0.00005691535,0.00005993159],"domain_scores_gemma":[0.9994422,0.0000988012,0.0003122796,0.00001223453,0.0000239605,0.0001105748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007190791,0.00002557911,0.9969203,0.00001051565,0.0000139283,0.000572826,0.00006186506,0.00002665416,0.0001272376,0.00001335755,0.00010513,0.002050594],"study_design_scores_gemma":[0.00001269018,0.0001538177,0.9957126,0.0000184759,0.00001595484,0.003412375,0.0002706519,0.00008303984,0.00005548521,0.00001951176,0.0002429502,0.000002361989],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984497,0.0007899139,0.00001915634,0.00006492086,0.000006295626,0.00001020729,0.0001144983,0.000002636712,0.0005426488],"genre_scores_gemma":[0.9993018,0.0003994546,0.00006093451,0.00003827722,0.0000140101,0.000007660416,0.00009688445,8.142608e-7,0.00008005803],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008746066,"threshold_uncertainty_score":0.01739031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009455641493836844,"score_gpt":0.2791767968808926,"score_spread":0.2697211553870558,"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."}}