{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002330892,0.0009026044,0.001239593,0.002875566,0.0003989426,0.0007950318,0.0005269664,0.0009238863,0.002942956],"category_scores_gemma":[0.0007250879,0.0002439777,0.0002840588,0.002946623,0.0007621849,0.001847878,0.000516769,0.001145542,0.002175193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004415612,"about_ca_system_score_gemma":0.0007553095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001345361,"about_ca_topic_score_gemma":0.003052402,"domain_scores_codex":[0.9998535,0.000025309,0.00002611454,0.00002183463,0.00005890791,0.00001437732],"domain_scores_gemma":[0.9997658,0.0001104244,0.00003750806,0.00001000126,0.00004914399,0.00002706684],"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":[0.00004800057,0.00005462341,0.0007219672,0.007659326,0.00004314705,0.001987734,0.0001125721,0.0001634453,0.001224781,0.001605079,0.06599125,0.920388],"study_design_scores_gemma":[0.00001933945,0.00008520248,0.003648527,0.004226577,0.00005456168,0.02172611,0.0002438396,0.00004954527,0.0003144543,0.00266851,0.9669461,0.00001735806],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001734946,0.9971636,0.00005868051,0.0003517194,0.0004814195,0.000003169619,0.000007335263,0.000007323352,0.00175321],"genre_scores_gemma":[0.001119399,0.9968895,0.00009388741,0.0003078716,0.0004435181,0.000003256775,0.00001345581,0.00000100346,0.001128095],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002942956,"threshold_uncertainty_score":0.009845138,"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."}}