{"id":"W4308173051","doi":"10.5489/cuaj.8024","title":"Case – An invisible stent","year":2022,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Kidney Stones and Urolithiasis Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Stent; Fluoroscopy; Medicine; Radiology; Opacity; Radiodensity; Radiography; Optics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0004311035,0.002080939,0.001724792,0.003646503,0.004606353,0.00216842,0.001746567,0.01010384,0.003260926],"category_scores_gemma":[0.005577172,0.001488245,0.002803308,0.002704607,0.002160158,0.00239885,0.002736295,0.005170364,0.001036242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002182571,"about_ca_system_score_gemma":0.001376877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005139011,"about_ca_topic_score_gemma":0.00585115,"domain_scores_codex":[0.9987184,0.0001233478,0.0001530393,0.0003015091,0.0002341369,0.000469604],"domain_scores_gemma":[0.9977108,0.0005300785,0.0003257787,0.000224428,0.0001640597,0.001044871],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00002401942,0.0000324362,0.002516854,0.00001707824,0.000008668178,0.9957646,0.0001108781,0.00005291083,0.0002459629,0.0002797841,0.0002297279,0.0007171932],"study_design_scores_gemma":[0.000004977726,0.00002272745,0.001053029,0.00001195326,0.000006124196,0.9980912,0.00006425534,0.00008962697,0.000107619,0.0002119269,0.0003292034,0.000007409302],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9235623,0.01239376,0.009298395,0.0205484,0.002253904,0.0003184022,0.0007413366,0.0004351689,0.03044841],"genre_scores_gemma":[0.9862607,0.001776853,0.002993745,0.003850255,0.001718065,0.00002959524,0.0002010272,0.00005635407,0.003113359],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01010384,"threshold_uncertainty_score":0.01583576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02460897815917981,"score_gpt":0.2542517702483871,"score_spread":0.2296427920892073,"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."}}