{"id":"W140269994","doi":"10.14423/smj.0000000000000241","title":"Early Laparoscopic Cholecystectomy for Acute Cholecystitis: Is It Safe for Patients?","year":2015,"lang":"en","type":"letter","venue":"Southern Medical Journal","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Island Health","funders":"","keywords":"Medicine; Acute cholecystitis; Laparoscopic cholecystectomy; Cholecystectomy; General surgery; Cholecystitis; Laparoscopy; Surgery; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0007721667,0.0006259382,0.001288889,0.0002899655,0.0002505172,0.0001634195,0.0006728472,0.001829799,0.002455527],"category_scores_gemma":[0.001067974,0.0004692016,0.0008531301,0.0001586211,0.0002491826,0.00009322883,0.00007226741,0.00360598,0.0003866121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002167659,"about_ca_system_score_gemma":0.001542311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002538522,"about_ca_topic_score_gemma":0.000005491177,"domain_scores_codex":[0.9945602,0.0001055882,0.001039165,0.0006379233,0.002506317,0.001150749],"domain_scores_gemma":[0.9966838,0.000189427,0.0004997866,0.0004775409,0.00119628,0.0009531695],"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":[0.0005049552,0.0002203827,0.0008292779,0.0003637986,0.001164523,0.0002861222,0.001417364,4.331812e-8,0.000002866982,7.500213e-7,0.9912698,0.003940177],"study_design_scores_gemma":[0.03258497,0.002554461,0.0001701632,0.001133665,0.001742483,0.000481267,0.0003801789,0.00001906124,0.000009791075,0.0006837287,0.9597279,0.0005123419],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0337061,0.0008898,0.001729108,0.9518282,0.003933477,0.003274412,0.002245146,0.00008680188,0.002306904],"genre_scores_gemma":[0.002343383,0.0001740668,0.0007518893,0.9477759,0.02032993,0.0003749646,0.001456213,0.0002968663,0.02649678],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03208002,"threshold_uncertainty_score":0.9997759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02085952559914264,"score_gpt":0.3068929021897336,"score_spread":0.286033376590591,"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."}}