{"id":"W4402197908","doi":"10.1007/s11845-024-03798-z","title":"Urethroplasty- a single centre single surgeon experience","year":2024,"lang":"en","type":"article","venue":"Irish Journal of Medical Science (1971 -)","topic":"Urological Disorders and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Hospital Foundation","funders":"","keywords":"Urethroplasty; Medicine; Cystoscopy; Urethral stricture; Surgery; Anastomosis; Urethrotomy; Cohort; Buccal mucosa; Urethra; General surgery; Urinary system; Internal medicine; Dentistry","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001138643,0.0001491178,0.0003260211,0.0001955172,0.0001256237,0.0001438596,0.0003847296,0.0001391166,0.002047149],"category_scores_gemma":[0.002000423,0.00008948539,0.0001736824,0.0009187514,0.001081424,0.0003493165,0.00009695884,0.0004692783,0.00007252314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001562336,"about_ca_system_score_gemma":0.0005866828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001941884,"about_ca_topic_score_gemma":0.000005981471,"domain_scores_codex":[0.9959136,0.00004749081,0.0004664232,0.0003099235,0.002777221,0.000485301],"domain_scores_gemma":[0.9984041,0.0001911399,0.0001101516,0.0001476937,0.0002122923,0.0009346406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006631808,0.008956329,0.08768198,0.0002421699,0.0003450652,0.03530557,0.007565347,0.0000135286,0.04815041,0.0009224973,0.1261076,0.6840463],"study_design_scores_gemma":[0.01204651,0.01457613,0.1009604,0.007318601,0.0008981435,0.01964971,0.0094705,0.00667747,0.0281809,0.002924428,0.7958259,0.001471328],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9709666,0.003597451,0.0009586702,0.01871679,0.00135732,0.000100417,0.000002258226,0.00004464231,0.004255803],"genre_scores_gemma":[0.9979757,0.0001866705,0.0004843668,0.000811197,0.0002623547,0.000001189406,9.482412e-7,0.000009799859,0.0002677853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.682575,"threshold_uncertainty_score":0.9988651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0782113657668663,"score_gpt":0.3630512355967917,"score_spread":0.2848398698299254,"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."}}