{"id":"W7133015861","doi":"","title":"Prediction of ischemic pain following uterine artery embolization for fibroids","year":2003,"lang":"","type":"dissertation","venue":"TSpace","topic":"Uterine Myomas and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Uterine artery embolization; Uterine fibroids; Logistic regression; Embolization; Odds ratio; Uterine artery; Stepwise regression; Retrospective cohort study","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":[0.0007324325,0.000212592,0.0002513524,0.0002860795,0.0001312427,0.0003044156,0.0001501486,0.0002667804,0.001433114],"category_scores_gemma":[0.004556335,0.0001198535,0.0002854311,0.0002848276,0.0001900464,0.0001221062,0.0001854369,0.0002912087,0.0001133044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001858355,"about_ca_system_score_gemma":0.0004242278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002418797,"about_ca_topic_score_gemma":0.004125506,"domain_scores_codex":[0.9997942,0.00009220966,0.00001230659,0.000016836,0.00004787293,0.00003664564],"domain_scores_gemma":[0.998884,0.0004876507,0.0004577345,0.00002094469,0.00004532237,0.000104264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001027287,0.0001020701,0.9905657,0.00003156622,0.00007348001,0.00004694462,0.00001826461,0.0001964152,0.0001810842,0.00001448583,0.000158037,0.00758481],"study_design_scores_gemma":[0.0001197745,0.0007286324,0.9979405,0.00002140395,0.0000658202,0.0001455884,0.00001986189,0.0007151136,0.00007112687,0.00002240601,0.0001477884,0.000001978192],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977494,0.001218395,0.000131001,0.0001760747,0.00000875209,0.00002888205,0.0002110835,0.000003257077,0.0004731974],"genre_scores_gemma":[0.9986454,0.0005414531,0.000209598,0.00004330491,0.00003037675,0.00001723822,0.0003182926,6.077809e-7,0.0001937786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002418797,"threshold_uncertainty_score":0.004809499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02254777216607423,"score_gpt":0.3270193110892206,"score_spread":0.3044715389231463,"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."}}