{"id":"W4315607292","doi":"10.1186/s43159-022-00236-6","title":"Clinical challenge: a case of testicular tumor disguised as a prenatal testicular torsion","year":2023,"lang":"en","type":"article","venue":"Annals of Pediatric Surgery","topic":"Testicular diseases and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Montreal Children's Hospital; McGill University","funders":"","keywords":"Testicular torsion; Medicine; Orchiectomy; Scrotum; Pathological; Torsion (gastropod); Differential diagnosis; Testicular tumor; Surgery; Pathology","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":[0.0007396509,0.0002417092,0.0008156256,0.0004053158,0.00005175808,0.00000708472,0.00007873446,0.0001184797,0.0001365129],"category_scores_gemma":[0.008129071,0.0001985398,0.0007685369,0.0009427214,0.0001060649,0.00007186223,0.0001019075,0.0001381624,0.0001459356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001078637,"about_ca_system_score_gemma":0.0004364419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001678998,"about_ca_topic_score_gemma":0.000001269571,"domain_scores_codex":[0.9976355,0.0001276551,0.0009323093,0.0004189135,0.00047983,0.0004057614],"domain_scores_gemma":[0.9960499,0.002085916,0.0004448492,0.0005542049,0.0004103955,0.0004547591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004156921,0.003217037,0.8945518,0.00126178,0.0004771174,0.06660293,0.00007994416,0.000009312911,0.00002024781,0.00006002694,0.02207103,0.01123304],"study_design_scores_gemma":[0.00522952,0.003163842,0.9757472,0.0008660314,0.005047197,0.003474744,0.0003546602,0.001275135,0.001519187,0.0008955336,0.001470712,0.0009562487],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907258,0.007865337,0.000004352783,0.0003051505,0.0003060499,0.000402098,0.0001166041,0.0001329771,0.0001416605],"genre_scores_gemma":[0.9950498,0.003802035,0.0001318461,0.0001072281,0.0006337286,0.0000336633,0.000128794,0.000040987,0.00007190833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08119535,"threshold_uncertainty_score":0.9731843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1075524607425976,"score_gpt":0.3971109498277055,"score_spread":0.2895584890851079,"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."}}