{"id":"W2150586742","doi":"10.1016/j.jvir.2015.02.007","title":"Use of a Transjugular Needle to Cross a Benign Ureteric Stricture","year":2015,"lang":"en","type":"letter","venue":"Journal of Vascular and Interventional Radiology","topic":"Ureteral procedures and complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Western Hospital","funders":"","keywords":"Medicine; Urethral stricture; Radiology; Surgery; Urethra","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":[0.0003077613,0.0002111945,0.0008416013,0.0003789354,0.00003282824,0.00003091581,0.0001846371,0.0004699014,0.0001680173],"category_scores_gemma":[0.0001897114,0.0001586202,0.001056295,0.0001452695,0.0001098589,0.0001012428,0.00003870858,0.000994932,0.000002588615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006401199,"about_ca_system_score_gemma":0.0001707678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002101711,"about_ca_topic_score_gemma":0.000001388148,"domain_scores_codex":[0.9982342,0.0001272735,0.0008430559,0.0002084141,0.0003897734,0.000197274],"domain_scores_gemma":[0.9983692,0.00007243142,0.000441467,0.0002278548,0.0007217462,0.0001672538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003594748,0.0001529298,0.0008012435,0.0004748773,0.001864455,0.0002067272,0.0001669158,0.0001323058,0.0008844344,0.0001158427,0.9941502,0.0006905702],"study_design_scores_gemma":[0.001601437,0.00468023,0.01431129,0.0007636563,0.0008968764,0.008103808,0.00001562382,0.00007100528,0.00004982486,0.00108538,0.9682134,0.0002074308],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4788753,0.03665955,0.02795712,0.4532759,0.001313609,0.001221679,0.0004515037,0.0000271444,0.0002181496],"genre_scores_gemma":[0.5812412,0.001225811,0.01410932,0.3893942,0.009575062,0.00005501108,0.0007726356,0.0001809417,0.003445884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1023659,"threshold_uncertainty_score":0.6468342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0593544629338946,"score_gpt":0.3222420078127542,"score_spread":0.2628875448788597,"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."}}