{"id":"W2316712258","doi":"10.1097/ta.0b013e31827890e1","title":"Cholecystostomy","year":2012,"lang":"en","type":"article","venue":"The Journal of Trauma: Injury, Infection, and Critical Care","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Cholecystectomy; Cholecystostomy; Cohort; Retrospective cohort study; Emergency medicine; Population; Cholecystitis; Emergency department; General surgery; Intensive care unit; Endoscopic retrograde cholangiopancreatography; Acute cholecystitis; Gallbladder; Surgery; Intensive care medicine; Internal medicine; Pancreatitis","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004713579,0.0005783436,0.0006487237,0.001052665,0.0006871108,0.001399216,0.0005488102,0.0008621538,0.07948583],"category_scores_gemma":[0.002529901,0.0001873621,0.000770458,0.001060061,0.0005409069,0.0009587008,0.001654295,0.001316603,0.03636711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006952374,"about_ca_system_score_gemma":0.001244301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009254373,"about_ca_topic_score_gemma":0.000728822,"domain_scores_codex":[0.9993813,0.00008309247,0.00009376399,0.0001263001,0.000147844,0.0001676804],"domain_scores_gemma":[0.9991891,0.0001244642,0.0001934178,0.0001144593,0.0001549036,0.00022369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001884397,0.000345871,0.07201948,0.003345322,0.000265627,0.0160174,0.0003258478,0.0003515744,0.003902707,0.01057404,0.1703271,0.7206407],"study_design_scores_gemma":[0.0005092997,0.0008999801,0.05019942,0.003049966,0.000250686,0.1184331,0.000524646,0.0005122446,0.002408681,0.009494663,0.8136334,0.00008388589],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1686713,0.131578,0.01967251,0.02934633,0.01474058,0.001029658,0.01082663,0.002824216,0.6213107],"genre_scores_gemma":[0.6923824,0.07561613,0.01288497,0.02158007,0.009836289,0.0008227534,0.01475324,0.000656607,0.1714676],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07948583,"threshold_uncertainty_score":0.2659066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01752711536197219,"score_gpt":0.3204669140273351,"score_spread":0.3029397986653629,"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."}}