{"id":"W2886841293","doi":"10.1503/cjs.1861041","title":"Percutaneous cholecystostomy for acute cholecystitis: not so safe after all","year":2018,"lang":"en","type":"letter","venue":"Canadian Journal of Surgery","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Acute cholecystitis; Cholecystostomy; General surgery; Percutaneous; Cholecystitis; Cholecystectomy; Surgery; Radiology; Gallbladder","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.003284174,0.0006023429,0.001228249,0.0008711345,0.003284452,0.002879814,0.001572485,0.02828862,0.003905467],"category_scores_gemma":[0.03399972,0.0005389215,0.0009276903,0.0009888404,0.003737818,0.006971394,0.001586608,0.03183288,0.004309494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003107662,"about_ca_system_score_gemma":0.002156513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002259542,"about_ca_topic_score_gemma":0.003334418,"domain_scores_codex":[0.9970823,0.000904006,0.0003937048,0.0003461378,0.000956124,0.0003177884],"domain_scores_gemma":[0.9883469,0.005619922,0.001448623,0.0003394114,0.002366344,0.001878852],"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":[0.0001083397,0.00005509362,0.003403484,0.0002766476,0.00004370906,0.008150671,0.0005019085,0.00008723402,0.0003208299,0.003543014,0.9571615,0.0263475],"study_design_scores_gemma":[0.0002054546,0.0002673616,0.004566203,0.002106206,0.0000951713,0.05588353,0.003557734,0.0005076792,0.0004396234,0.02573109,0.9063842,0.0002558084],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004422116,0.002912085,0.00005631872,0.9880608,0.007802083,0.000001980973,0.00001193775,0.00001085596,0.0007017427],"genre_scores_gemma":[0.01009779,0.006022507,0.0002614572,0.9165856,0.06570513,0.0000113842,0.00002295149,0.00002401206,0.001269134],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02828862,"threshold_uncertainty_score":0.02254778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02755198708190089,"score_gpt":0.2628077007643965,"score_spread":0.2352557136824956,"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."}}