{"id":"W4396609067","doi":"10.1007/s00464-024-10810-1","title":"SAGES guidelines for the use of laparoscopy during pregnancy","year":2024,"lang":"en","type":"article","venue":"Surgical Endoscopy","topic":"Appendicitis Diagnosis and Management","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; George & Fay Yee Centre for Healthcare Innovation; University of Ottawa","funders":"","keywords":"Medicine; Guideline; General surgery; Inflammatory bowel disease; Cholecystectomy; Appendicitis; Laparoscopy; Endoscopic retrograde cholangiopancreatography; Disease; Cholecystitis; Pregnancy; Intensive care medicine; Surgery; Gallbladder; Internal medicine; Pathology","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":[0.0001055808,0.0001313055,0.0002698211,0.00006435812,0.00006451167,0.00004486478,0.00008708388,0.00004819122,0.0003218208],"category_scores_gemma":[0.0002335446,0.00007578588,0.0002039817,0.0001535027,0.00007965627,0.0000838004,0.00006501792,0.00009470139,0.00002197639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002283171,"about_ca_system_score_gemma":0.0000314057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005487732,"about_ca_topic_score_gemma":0.000006265274,"domain_scores_codex":[0.9989254,0.00001721056,0.0003505028,0.0002445713,0.0002322726,0.0002300347],"domain_scores_gemma":[0.9989035,0.00061667,0.00004258732,0.0002672629,0.000101763,0.00006819458],"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":[0.003607374,0.001568539,0.0216149,0.01474038,0.003468736,0.003972185,0.001073331,0.001018726,0.01964425,0.1436077,0.5315464,0.2541375],"study_design_scores_gemma":[0.003158769,0.0002916986,0.002247487,0.003653613,0.0003755337,0.00004925837,0.00007019945,0.002007509,0.03849525,0.0001849872,0.9493172,0.0001484998],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8466339,0.09622052,0.003849325,0.03893645,0.002992084,0.005307068,0.0002317154,0.0006546826,0.005174228],"genre_scores_gemma":[0.966722,0.01614683,0.006649676,0.0004986968,0.0006097087,0.0005382628,0.0000377686,0.00006654111,0.008730493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4177708,"threshold_uncertainty_score":0.3523712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1583595187990449,"score_gpt":0.3950218140468917,"score_spread":0.2366622952478468,"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."}}