{"id":"W2291848576","doi":"10.4103/0974-7796.171498","title":"Selective use of laparoscopy in nonpalpable undescended testes","year":2015,"lang":"en","type":"article","venue":"Urology Annals","topic":"Testicular diseases and treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Children's Hospital of Eastern Ontario","funders":"","keywords":"Medicine; Laparoscopy; Ultrasound; Ultrasonography; Radiology; Quartile; Surgery; Internal 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":[],"consensus_categories":[],"category_scores_codex":[0.00008184073,0.0000809233,0.0002272511,0.00008988387,0.00001037265,0.000003123577,0.00002919027,0.00007791384,0.00003136245],"category_scores_gemma":[0.0005303092,0.00006731346,0.00004133569,0.0001687442,0.00006676112,0.00005439503,0.00001679746,0.00007738735,0.00003306184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001754014,"about_ca_system_score_gemma":0.00014546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001352032,"about_ca_topic_score_gemma":0.00003298601,"domain_scores_codex":[0.9993897,0.00005581515,0.0001402573,0.00014706,0.00008691528,0.0001802633],"domain_scores_gemma":[0.9994365,0.0001016394,0.0000559523,0.0001500404,0.0001301713,0.0001257259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006376677,0.0007612814,0.9946083,0.00001662635,0.0001051905,0.0001353419,0.0001165292,0.0001266983,0.0006448154,0.0003304256,0.002243851,0.0002732562],"study_design_scores_gemma":[0.002818417,0.002033766,0.9801684,0.00004089957,0.0001683122,0.00005085486,0.0000371633,0.0005659222,0.008772127,0.003435615,0.001802331,0.0001061769],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968992,0.0008915266,0.00002033651,0.0007821278,0.000043313,0.0002092668,0.00001410393,0.00002481232,0.001115345],"genre_scores_gemma":[0.9983408,0.00001909266,0.0004615109,0.0008362627,0.00001585083,0.000012299,0.00001887612,0.000008568834,0.0002867509],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0144399,"threshold_uncertainty_score":0.2744963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.145082784479912,"score_gpt":0.3607747267573579,"score_spread":0.215691942277446,"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."}}