{"id":"W2899378427","doi":"10.1007/s00270-018-2100-3","title":"Prospective Study on Total Fluoroscopic Time in Patients Undergoing Uterine Artery Embolization: Comparing Transradial and Transfemoral Approaches","year":2018,"lang":"en","type":"article","venue":"CardioVascular and Interventional Radiology","topic":"Vascular Procedures and Complications","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Fluoroscopy; Uterine artery embolization; Embolization; Learning curve; Prospective cohort study; Surgery; Radiology","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":[0.0008299751,0.0003326227,0.0006199349,0.0009035811,0.000587159,0.00073754,0.0003146581,0.0009271465,0.002505966],"category_scores_gemma":[0.003302873,0.0004187073,0.0009423439,0.00159043,0.0003805747,0.0007835914,0.0004087116,0.0008797479,0.0004883971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003530907,"about_ca_system_score_gemma":0.000489476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00219718,"about_ca_topic_score_gemma":0.00268483,"domain_scores_codex":[0.9993155,0.0001522452,0.0001310517,0.0001640398,0.0001019499,0.0001352059],"domain_scores_gemma":[0.9958472,0.001217965,0.001720345,0.0002554072,0.0003484425,0.0006107727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00146998,0.0001271415,0.9970567,0.00001928879,0.00006274968,0.00008523065,0.0001084027,0.00002326182,0.0002111131,0.00001183592,0.00002081359,0.0008034299],"study_design_scores_gemma":[0.00004696799,0.001814139,0.9968021,0.000008038181,0.00009056677,0.0003865017,0.0005127914,0.00007012775,0.00008662612,0.00001343866,0.0001593918,0.000009462346],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992472,0.0002085664,0.00006937343,0.000009168185,0.000004350157,0.00001093039,0.0001619094,0.000001365456,0.0002870366],"genre_scores_gemma":[0.9994277,0.00009682756,0.00008565359,0.00002191644,0.00001011984,0.00001531535,0.0002293845,0.000003069216,0.0001099992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002505966,"threshold_uncertainty_score":0.008383274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02940807040926027,"score_gpt":0.2632727989910263,"score_spread":0.2338647285817661,"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."}}