{"id":"W4254053041","doi":"10.1007/978-1-62703-206-3_17","title":"Ureteral Stents","year":2012,"lang":"en","type":"book-chapter","venue":"Humana Press eBooks","topic":"Ureteral procedures and complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00004824344,0.0003289526,0.000403957,0.00008507099,0.0001287849,0.00003538072,0.0001874575,0.0002925667,0.0006301978],"category_scores_gemma":[0.000004070898,0.000292932,0.0002492801,0.000002007675,0.0001000287,0.00003077908,0.0001249073,0.0005801684,0.0001806391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004718516,"about_ca_system_score_gemma":0.00003522861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002939653,"about_ca_topic_score_gemma":0.000005795898,"domain_scores_codex":[0.9987473,0.000008505504,0.0003056186,0.0003409737,0.0003019094,0.0002956535],"domain_scores_gemma":[0.998811,0.0000155312,0.0001537903,0.0006923346,0.0001027896,0.0002245196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001060504,0.00004493944,0.000008067043,0.0004528828,0.0005705205,0.0000365179,0.0004166015,2.752484e-7,0.0001036904,0.8846858,0.03455776,0.07901689],"study_design_scores_gemma":[0.0004321104,0.0001068346,0.0001830776,0.0003003766,0.0005055447,0.00008116866,0.000001369751,0.000008736338,0.00005310822,0.007307906,0.9907098,0.0003100145],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00006325338,0.01065739,0.00002217507,0.00004224903,0.0001735962,0.0005992519,0.00003459795,0.0001404444,0.9882671],"genre_scores_gemma":[0.03406324,0.0002210327,0.0001331042,0.000764864,0.00102453,0.00005734605,0.0001185479,0.000105113,0.9635122],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.956152,"threshold_uncertainty_score":0.9999523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1317548754621906,"score_gpt":0.2961320490984515,"score_spread":0.1643771736362609,"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."}}