{"id":"W3080713850","doi":"10.14740/jcs405","title":"Gallbladder Torsion: A Rare Diagnostic Challenge","year":2020,"lang":"en","type":"article","venue":"Journal of Current Surgery","topic":"Congenital Anomalies and Fetal Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Gallbladder; Laparoscopy; Cholecystectomy; Magnetic resonance imaging; Abdominal pain; Abdomen; Radiology; Surgery; Acute abdomen; Computed tomography; Ultrasound; Laparoscopic cholecystectomy; Torsion (gastropod); General surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002548421,0.0001567531,0.0006213601,0.0001238263,0.00003974564,0.00001989213,0.00006720985,0.00005411783,0.001122769],"category_scores_gemma":[0.001399838,0.0001159377,0.0006622697,0.000209792,0.00003847098,0.0001714643,0.00004867404,0.0003575345,0.00007658301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003025188,"about_ca_system_score_gemma":0.000199611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":6.919258e-7,"about_ca_topic_score_gemma":3.315587e-7,"domain_scores_codex":[0.9984595,0.00004515801,0.0006741776,0.0001332303,0.0004580399,0.0002299159],"domain_scores_gemma":[0.9980805,0.0007564033,0.0003234006,0.0001072006,0.0002263959,0.0005060839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00139918,0.001139265,0.2670473,0.001038237,0.0004184354,0.004061147,0.0008265483,0.000003678846,0.000524074,0.0001300262,0.3099025,0.4135096],"study_design_scores_gemma":[0.0009550697,0.0005442308,0.08888546,0.001188714,0.0003299126,0.0008318409,0.0002456153,0.00006312186,0.00032696,0.00008504128,0.906193,0.0003510106],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9340208,0.04394979,0.0001527824,0.01724775,0.003236459,0.0001550692,0.000009420881,0.00003575881,0.001192207],"genre_scores_gemma":[0.9926238,0.00417427,0.00001981259,0.0007763433,0.002324545,0.000002303841,0.000006115722,0.00001948525,0.00005329966],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5962905,"threshold_uncertainty_score":0.9997903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07594429695529539,"score_gpt":0.2844303080032448,"score_spread":0.2084860110479494,"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."}}