{"id":"W2519331206","doi":"10.1016/j.asjsur.2016.07.012","title":"Rouviere's sulcus—Aspects of incorporating this valuable sign for laparoscopic cholecystectomy","year":2016,"lang":"en","type":"review","venue":"Asian Journal of Surgery","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Upper River Valley Hospital","funders":"","keywords":"Medicine; Laparoscopic cholecystectomy; Sign (mathematics); Sulcus; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001845459,0.0004662028,0.004206749,0.000824118,0.00006822477,0.0000293947,0.0002598846,0.0003450244,0.0003233686],"category_scores_gemma":[0.001032692,0.0002955688,0.001970744,0.0004821698,0.0001224537,0.0002017874,0.00003590896,0.0005228896,0.00002329142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001371551,"about_ca_system_score_gemma":0.002865042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004184055,"about_ca_topic_score_gemma":0.000001267849,"domain_scores_codex":[0.9962694,0.0002304408,0.002182928,0.0002928835,0.0005822218,0.0004421303],"domain_scores_gemma":[0.9947901,0.0008412612,0.003071558,0.0004071963,0.0006139525,0.0002759759],"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":[0.0001098631,0.0001977332,0.0002796662,0.02913434,0.001079237,0.0001842038,0.0000812376,1.189147e-7,0.00002705966,0.00009773792,0.01347734,0.9553314],"study_design_scores_gemma":[0.002918778,0.0005697282,0.00007058713,0.1095606,0.002584057,0.001405905,0.0001646164,4.81034e-7,0.0001421449,0.0007873875,0.8813233,0.0004723895],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001316318,0.9903374,0.00012672,0.0003691735,0.001041671,0.0008555377,0.00003821856,0.00001651181,0.007083163],"genre_scores_gemma":[0.005401574,0.9921479,0.0004165823,0.00006700806,0.001034966,0.00003612036,0.00003231123,0.0001212874,0.0007422915],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9548591,"threshold_uncertainty_score":0.9999496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06426110494430086,"score_gpt":0.3306649173900856,"score_spread":0.2664038124457848,"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."}}