{"id":"W4213041850","doi":"10.4254/wjh.v14.i2.442","title":"Timing of surgical repair of bile duct injuries after laparoscopic cholecystectomy: A systematic review","year":2022,"lang":"en","type":"review","venue":"World Journal of Hepatology","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cholecystectomy; Cochrane Library; Bile duct; MEDLINE; Laparoscopic cholecystectomy; Laparoscopy; Surgery; General surgery; Internal medicine; Meta-analysis","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001388321,0.0004236265,0.009140207,0.0009928371,0.00003440971,0.000004453331,0.0003595071,0.0001683313,0.002120044],"category_scores_gemma":[0.0004988907,0.0002797419,0.002273553,0.0009552434,0.0002243906,0.00005501805,0.0001406506,0.0009719093,0.00000775135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001332989,"about_ca_system_score_gemma":0.001001847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001227822,"about_ca_topic_score_gemma":0.00001499661,"domain_scores_codex":[0.9940076,0.001109135,0.003691129,0.0002808855,0.0005951051,0.0003161144],"domain_scores_gemma":[0.9951071,0.0006089634,0.003248626,0.0006410195,0.0002563642,0.000137979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001164145,0.0002324579,0.0005711848,0.9911068,0.001289879,0.0009610203,0.0000662445,5.332381e-8,2.462825e-7,0.00002602647,0.002790767,0.002838927],"study_design_scores_gemma":[0.0009676492,0.0005022723,0.000006522002,0.4337966,0.009896969,0.005804711,0.0000335958,6.971536e-7,0.000002101426,0.000008765634,0.5488185,0.0001615835],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005826802,0.9968891,5.644754e-7,0.0001894937,0.0004360535,0.001396974,0.00002169831,0.0000167797,0.0004666134],"genre_scores_gemma":[0.001817378,0.9972741,0.00008621637,0.0001584288,0.00008276143,0.0001304274,0.00001721273,0.00005109582,0.0003823955],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5573102,"threshold_uncertainty_score":0.9999655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0352119848416351,"score_gpt":0.3430518198201012,"score_spread":0.3078398349784661,"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."}}