{"id":"W2596462448","doi":"10.5489/cuaj.4145","title":"Flexible cystoscope retrieval of detached resectoscope sheath beak","year":2017,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Ureteral procedures and complications","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Credit Valley Hospital; Trillium Health Centre; Western University","funders":"","keywords":"URETEROSCOPE; Cystoscope; Cystoscopy; Forceps; Medicine; Electrosurgery; Surgery; Resection; Anatomy; Urinary system","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005508736,0.000104283,0.0002817172,0.0001221363,0.0007157871,0.000136051,0.0002935216,0.0002132306,0.000677786],"category_scores_gemma":[0.002049921,0.00008402929,0.0001401695,0.00009938224,0.00006043786,0.0001261112,0.00002776136,0.0005300493,0.00005105033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004208285,"about_ca_system_score_gemma":0.000688527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009680178,"about_ca_topic_score_gemma":0.0003997377,"domain_scores_codex":[0.9987431,0.00005988462,0.0003371586,0.0001641793,0.00032281,0.0003729283],"domain_scores_gemma":[0.9981224,0.00006036564,0.0004502783,0.0003040671,0.0004257817,0.0006371319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003100238,0.00009933001,0.9535602,0.00001751587,0.0002173621,0.00005683705,0.0001262102,0.00001842602,0.006857224,0.001310472,0.03595158,0.00147484],"study_design_scores_gemma":[0.0009402183,0.000511004,0.9568272,0.00002542108,0.00008924653,0.0001806867,0.00001986489,0.00008167914,0.0007513465,0.001658124,0.0388088,0.0001064356],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9194056,0.0003634937,0.0001548723,0.05521284,0.0003006698,0.0002467919,0.00005852674,0.00002660169,0.02423054],"genre_scores_gemma":[0.9957436,0.00004973777,0.0003896495,0.001808172,0.0003204738,0.000002723296,0.00001457129,0.000008130442,0.001662985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07633789,"threshold_uncertainty_score":0.7421281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02963413880497871,"score_gpt":0.2889665756773033,"score_spread":0.2593324368723246,"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."}}