{"id":"W4414287413","doi":"10.2214/ajr.25.33681","title":"Reply to “Ultrasound Has Not Been Proven to Be Reliable for Diagnosing Isolated Intestinal Malrotation Without Midgut Volvulus”","year":2025,"lang":"en","type":"article","venue":"American Journal of Roentgenology","topic":"Intestinal Malrotation and Obstruction Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Midgut; Intestinal malrotation; MEDLINE","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":[0.0003113037,0.0001798282,0.0005272085,0.0006175861,0.0001447817,0.00004079272,0.0001659045,0.00004225516,0.00006001008],"category_scores_gemma":[0.003684507,0.0001684171,0.000133593,0.0007259676,0.0001986594,0.0000948452,0.00003324328,0.0002759319,0.00001507035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002062663,"about_ca_system_score_gemma":0.0003589428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002807259,"about_ca_topic_score_gemma":0.00004803524,"domain_scores_codex":[0.9983681,0.0000668684,0.0007367542,0.0002713244,0.0002041929,0.0003526981],"domain_scores_gemma":[0.997551,0.0003554804,0.000504183,0.0001970542,0.00116271,0.0002295892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.04159616,0.001321187,0.3247545,0.0004434614,0.001420253,0.0002110017,0.009309851,0.008124672,0.2114056,0.002033405,0.1234444,0.2759355],"study_design_scores_gemma":[0.01559837,0.07444821,0.3038407,0.002736707,0.001893364,0.007390036,0.0345695,0.003360834,0.05451338,0.001996583,0.4982919,0.001360435],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8549528,0.00004436833,0.06663028,0.07679647,0.0004618876,0.0008062882,0.00000654626,0.0000396271,0.0002617147],"genre_scores_gemma":[0.8992643,0.00001163159,0.06689557,0.03272413,0.0001136196,0.00004346997,0.000008589634,0.00002892788,0.0009097168],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3748475,"threshold_uncertainty_score":0.6867852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01979668512549458,"score_gpt":0.3046188166406915,"score_spread":0.2848221315151969,"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."}}