{"id":"W4386830927","doi":"10.1097/ju9.0000000000000061","title":"JU Open Plus: The Train to Seoul","year":2023,"lang":"en","type":"article","venue":"JU Open Plus","topic":"Urological Disorders and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Neck of urinary bladder; Radiology; Surgery; Urinary bladder","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000428783,0.0007379516,0.0004813379,0.0017557,0.0007006641,0.002385636,0.0007559212,0.001128135,0.5002704],"category_scores_gemma":[0.001787457,0.0003340594,0.0005526124,0.0009655866,0.0004044418,0.002211481,0.001848718,0.001770282,0.3497622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005326241,"about_ca_system_score_gemma":0.0008022861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003601896,"about_ca_topic_score_gemma":0.0006699938,"domain_scores_codex":[0.9996127,0.00005472642,0.00006126871,0.00007349133,0.0001419026,0.00005583497],"domain_scores_gemma":[0.998884,0.0001438559,0.00009759438,0.0001023406,0.0003939402,0.0003782244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002709761,0.00003412924,0.0003652455,0.0006959222,0.00001183008,0.0008341633,0.00003429034,0.00003652528,0.0006980926,0.001764103,0.768103,0.2273957],"study_design_scores_gemma":[0.000002932609,0.000008584502,0.0002369178,0.0002025764,0.000002617681,0.001021506,0.00004045463,0.00002025819,0.00009749607,0.0002222593,0.9981405,0.000003904517],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002756189,0.07243023,0.002109736,0.02158145,0.1473583,0.0002184629,0.001614492,0.001413683,0.7505175],"genre_scores_gemma":[0.01128534,0.03297107,0.001208248,0.008085696,0.01616496,0.0000926732,0.001343048,0.0006865432,0.9281625],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5002704,"threshold_uncertainty_score":0.7128037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1317443063461436,"score_gpt":0.4057785298341202,"score_spread":0.2740342234879765,"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."}}