{"id":"W2056236480","doi":"10.1053/crad.2000.0583","title":"Post Laparoscopic Cholecystectomy Abscess: Calculus or Clip","year":2000,"lang":"en","type":"article","venue":"Clinical Radiology","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; University Health Network; Mount Sinai Hospital","funders":"","keywords":"Medicine; Abscess; Laparoscopic cholecystectomy; Cholecystectomy; Calculus (dental); General surgery; Surgery; Dentistry","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003614335,0.0001907839,0.0007592731,0.00005655417,0.00007095859,0.00001090769,0.0002030417,0.0004095386,0.01084806],"category_scores_gemma":[0.0007743701,0.0001288639,0.0002466161,0.000168261,0.0004834451,0.00004112463,0.00002867724,0.00053238,0.00155706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002490354,"about_ca_system_score_gemma":0.0001890287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000524689,"about_ca_topic_score_gemma":0.00005318916,"domain_scores_codex":[0.9979954,0.0001934173,0.000720407,0.0005054371,0.0001275144,0.0004578466],"domain_scores_gemma":[0.9986233,0.0004224644,0.0000690641,0.0004946287,0.00007443059,0.0003160985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01686665,0.003681597,0.3854017,0.0003182217,0.001075537,0.001940682,0.0005756189,0.00001773939,0.001571257,0.0005354243,0.12907,0.4589456],"study_design_scores_gemma":[0.02565754,0.004736671,0.5487469,0.00008468694,0.0002821631,0.00139327,0.0001649964,0.0001840068,0.0001167977,0.0001989191,0.4180275,0.0004065663],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.973045,0.0005432146,0.00001350393,0.00420927,0.0006063766,0.0003608677,0.00001011486,0.0001401277,0.02107155],"genre_scores_gemma":[0.9752192,0.0007475102,0.0001383717,0.01203305,0.0007369418,0.00002190997,0.00006524995,0.00002923985,0.0110085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.458539,"threshold_uncertainty_score":0.9992204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03875675117447731,"score_gpt":0.3777846836163836,"score_spread":0.3390279324419063,"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."}}