{"id":"W2942055971","doi":"10.1097/sla.0000000000003325","title":"Adverse Outcomes After Bile Spillage in Incidental Gallbladder Cancers","year":2019,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Cholangiocarcinoma and Gallbladder Cancer Studies","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Spillage; Cholecystectomy; Hazard ratio; Gallbladder; Odds ratio; Gallbladder cancer; Retrospective cohort study; Confidence interval; Gastroenterology; Internal medicine; Population; General surgery; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00109169,0.0002396864,0.0003715896,0.0010281,0.0003580155,0.0006768687,0.0003338241,0.0003066083,0.0008892014],"category_scores_gemma":[0.007027503,0.0001469829,0.0005972824,0.0009702825,0.0004636773,0.0003440974,0.0007090336,0.0004397579,0.0001027802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008823432,"about_ca_system_score_gemma":0.0009921546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008442752,"about_ca_topic_score_gemma":0.01228112,"domain_scores_codex":[0.9990213,0.0001812252,0.0001266074,0.0001197763,0.0003715281,0.0001795669],"domain_scores_gemma":[0.993775,0.00103003,0.003907898,0.000198559,0.0004976169,0.0005908979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001986641,0.000009106835,0.9984697,0.00002154473,0.00004173648,0.0001347674,0.00002323131,0.00004150523,0.00005659809,0.000007273284,0.00002416992,0.0009717738],"study_design_scores_gemma":[0.000005152665,0.0001121231,0.9989157,0.00001790861,0.00003615901,0.0006110168,0.000090655,0.00007015324,0.00004672705,0.00001831122,0.00007282229,0.000003306271],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985725,0.000774333,0.00006971271,0.00004216572,0.000008161305,0.00000851366,0.0002190511,0.000003201064,0.0003024133],"genre_scores_gemma":[0.9994774,0.0002215026,0.00004530801,0.00001206172,0.000009462476,0.000003308502,0.0001990708,0.000001073239,0.000030839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008442752,"threshold_uncertainty_score":0.01678723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09780809449821362,"score_gpt":0.3291716019515128,"score_spread":0.2313635074532992,"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."}}