{"id":"W2003085635","doi":"10.3810/pgm.2000.09.1.1212","title":"Gallstones, from gallbladder to gut","year":2000,"lang":"en","type":"review","venue":"Postgraduate Medicine","topic":"Biliary and Gastrointestinal Fistulas","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pancreas Centre (Canada)","funders":"","keywords":"Medicine; Gallstones; Asymptomatic; Gallbladder; Disease; Intensive care medicine; Gallbladder Stone; General surgery; Gastroenterology; Surgery; Internal medicine","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004507237,0.001057501,0.004245705,0.0005322373,0.00009695648,0.00001850956,0.0004510844,0.0003025973,0.004427271],"category_scores_gemma":[0.0004181306,0.0007022548,0.0006100832,0.0008534769,0.0002646648,0.00005399338,0.0001177587,0.001207472,0.004108123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001938333,"about_ca_system_score_gemma":0.0003652039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006072695,"about_ca_topic_score_gemma":0.00002973003,"domain_scores_codex":[0.9956334,0.0002527462,0.001366869,0.001151397,0.0008337804,0.0007618004],"domain_scores_gemma":[0.9967523,0.0004382382,0.0002830207,0.001321608,0.0001625405,0.001042294],"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":[0.0001133895,0.0001479271,0.00004135678,0.004656563,0.0003457415,0.001047114,0.0001199732,1.55267e-7,0.000007024149,0.00002049734,0.07135414,0.9221461],"study_design_scores_gemma":[0.0008829444,0.001260572,0.0003298366,0.06054586,0.004342077,0.001866448,0.00001649795,0.000002872839,9.013809e-7,0.00008829111,0.9301573,0.0005063726],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004003274,0.9796501,0.00005448708,0.007611593,0.0006335152,0.001854277,0.0001627568,0.0002383059,0.009754879],"genre_scores_gemma":[0.0000204672,0.9794418,0.001270867,0.00331383,0.002903617,0.00011599,0.002056763,0.0001912952,0.01068541],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9216397,"threshold_uncertainty_score":0.9995428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1005428828987063,"score_gpt":0.3880197045558177,"score_spread":0.2874768216571114,"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."}}