{"id":"W2077561947","doi":"10.1097/ta.0b013e3182788e4d","title":"A population-based analysis of the clinical course of 10,304 patients with acute cholecystitis, discharged without cholecystectomy","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":118,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Cholecystectomy; Cholecystitis; Acute cholecystitis; Emergency department; Population; General surgery; Emergency medicine; Internal medicine; Gallbladder","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":[0.001275166,0.0002905955,0.0006115247,0.001362146,0.0005040745,0.0007578474,0.0005669235,0.0007630512,0.001225507],"category_scores_gemma":[0.003732371,0.0004513203,0.0008861624,0.001766271,0.0004386918,0.0006828643,0.0006850274,0.0007534264,0.0002330556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000968941,"about_ca_system_score_gemma":0.0006664781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008990789,"about_ca_topic_score_gemma":0.008885567,"domain_scores_codex":[0.998909,0.0002662017,0.0001641057,0.0003138403,0.0002010352,0.000145813],"domain_scores_gemma":[0.9975585,0.0005531235,0.001171073,0.000241667,0.0001795141,0.0002960466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002425865,0.00007680275,0.998696,0.000011299,0.0001126863,0.00007949384,0.0000470492,0.0000862746,0.00008678773,0.00001223093,0.00009077606,0.0004581053],"study_design_scores_gemma":[0.00005731387,0.000269256,0.9985857,0.000006853187,0.00005965812,0.0002567677,0.0001661492,0.0004451336,0.00002808834,0.00002035754,0.00009810144,0.00000659789],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991425,0.00005459701,0.00005231805,0.00001782053,0.000001688842,0.00001458328,0.000629797,0.000002131548,0.00008451886],"genre_scores_gemma":[0.998509,0.0000554781,0.0001099772,0.00002328109,0.000007832367,0.00002729188,0.001227566,0.000001173104,0.00003837337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008990789,"threshold_uncertainty_score":0.01787692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01390165625302462,"score_gpt":0.3402019074813936,"score_spread":0.326300251228369,"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."}}