{"id":"W4412104919","doi":"10.1186/s13256-025-05289-w","title":"Obstructed hemi-vagina and ipsilateral renal anomaly syndrome in Vietnam: an overview from clinical diagnosis approach to management: a case report","year":2025,"lang":"en","type":"article","venue":"Journal of Medical Case Reports","topic":"Gynecological conditions and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Simon Fraser University","keywords":"Medicine; Surgical oncology; Vagina; General surgery; Pathology; Intensive care medicine; Surgery","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001999853,0.0002294346,0.000967504,0.0003418626,0.00007889767,0.00004884288,0.00007197497,0.0003109244,0.0003350946],"category_scores_gemma":[0.001301957,0.0001643436,0.0002155034,0.0004620762,0.0001180956,0.0001560773,0.0001575347,0.0006839444,0.000001450721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001400938,"about_ca_system_score_gemma":0.0002237728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000304524,"about_ca_topic_score_gemma":0.00008572697,"domain_scores_codex":[0.9960228,0.0002008184,0.002181631,0.0005227097,0.0007828352,0.0002892632],"domain_scores_gemma":[0.997562,0.0002504384,0.000578302,0.0004590699,0.0001528628,0.0009973631],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00005427922,0.001196085,0.2462374,0.00008211064,0.000315362,0.7408282,0.00003240942,9.932639e-7,0.000001293001,0.00004627411,0.000262854,0.01094276],"study_design_scores_gemma":[0.001648709,0.0004399443,0.3787736,0.0005120877,0.0004724361,0.6166246,0.0000960527,0.00004216858,0.000004091446,0.0004247672,0.0008728728,0.00008865728],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948148,0.001775654,0.0001197341,0.001602716,0.0003773225,0.0004725923,0.000009791971,0.00001905331,0.0008082996],"genre_scores_gemma":[0.9941934,0.0002931693,0.004378276,0.0008381773,0.00007333693,0.00004941793,0.00003935627,0.00001339093,0.000121529],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1325362,"threshold_uncertainty_score":0.6701738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05678253585862277,"score_gpt":0.3859630987853038,"score_spread":0.3291805629266811,"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."}}