{"id":"W4401882209","doi":"10.1016/j.hpb.2024.07.379","title":"Acute presentation of Trilobed gallbladder","year":2024,"lang":"en","type":"article","venue":"HPB","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Medicine; Presentation (obstetrics); Gallbladder; General surgery; Surgery","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":[0.00005716605,0.00007077344,0.0001342319,0.00009044276,0.00001241762,0.00001264346,0.00003796324,0.00004535823,0.0008851599],"category_scores_gemma":[0.00002125151,0.00005503454,0.00008785055,0.0001944636,0.00003579182,0.00006059631,0.0000132674,0.00007997068,0.0001110493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001130209,"about_ca_system_score_gemma":0.00006880423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002289698,"about_ca_topic_score_gemma":0.000004264228,"domain_scores_codex":[0.9993998,0.00001249163,0.000147271,0.0001425975,0.0001831285,0.0001146977],"domain_scores_gemma":[0.9997231,0.00002592573,0.00001664418,0.0001404772,0.00004609862,0.00004776737],"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":[0.0008009243,0.0006829876,0.01232054,0.001795557,0.001876399,0.00040067,0.005772548,0.00001831715,0.3510776,0.002230758,0.4382186,0.1848051],"study_design_scores_gemma":[0.01606968,0.003726314,0.2803619,0.001747164,0.005827313,0.0009185637,0.006162656,0.04110036,0.1894112,0.003609304,0.4495004,0.001565119],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9408772,0.002937325,0.002660316,0.002511999,0.0008366947,0.0007533238,0.00003134041,0.0002808202,0.04911099],"genre_scores_gemma":[0.9911484,0.0001577087,0.0008540775,0.0002284551,0.0001325611,0.00001513147,0.00005941598,0.00001832681,0.007385995],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2680414,"threshold_uncertainty_score":0.969188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01770859751089055,"score_gpt":0.3067069902573893,"score_spread":0.2889983927464988,"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."}}