{"id":"W2966523997","doi":"10.21037/hbsn.2019.07.14","title":"Bile spillage should be avoided in elective cholecystectomy","year":2019,"lang":"en","type":"letter","venue":"HepatoBiliary Surgery and Nutrition","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Spillage; Cholecystectomy; General surgery; Gallbladder disease; Gallbladder; Population; Gallbladder cancer; Adverse effect; Surgery; Internal medicine; Environmental health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006075716,0.000189188,0.0004425518,0.0006257598,0.001335657,0.0008578569,0.0004806861,0.005836161,0.002364267],"category_scores_gemma":[0.009614363,0.0002279896,0.000410142,0.000563829,0.0008867444,0.001051179,0.0004090175,0.005337297,0.001129696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001391488,"about_ca_system_score_gemma":0.001183828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003729571,"about_ca_topic_score_gemma":0.00656291,"domain_scores_codex":[0.9994367,0.0001877423,0.00009776672,0.00005119179,0.000110876,0.0001155857],"domain_scores_gemma":[0.9977209,0.001006516,0.0003516266,0.00007944727,0.000371671,0.0004698935],"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":[0.001100176,0.000479746,0.2512556,0.0005212843,0.0001191709,0.1374047,0.001464437,0.0004033595,0.002718508,0.002708313,0.5105096,0.09131524],"study_design_scores_gemma":[0.0004720727,0.001201389,0.2969463,0.002634835,0.0002516009,0.3462126,0.006919224,0.002618567,0.002512722,0.0239876,0.315871,0.0003721319],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.109317,0.01235672,0.0006063564,0.8465431,0.01324105,0.00003613759,0.0001954515,0.00008620556,0.01761802],"genre_scores_gemma":[0.5754278,0.0123844,0.001422035,0.3312658,0.0718883,0.00005898904,0.000182399,0.00004593514,0.007324311],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.005836161,"threshold_uncertainty_score":0.01009595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03777620975070418,"score_gpt":0.264551660870076,"score_spread":0.2267754511193719,"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."}}