{"id":"W2090540138","doi":"10.1111/j.1572-0241.2000.01910.x","title":"Expandable biliary stents: more questions than answers","year":2000,"lang":"en","type":"letter","venue":"The American Journal of Gastroenterology","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Biliary stent; General surgery; Stent; Surgery","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":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0003035854,0.0003679062,0.001307615,0.0003956008,0.00008860592,0.00002217659,0.0005581307,0.0001476416,0.000317074],"category_scores_gemma":[0.00003973732,0.0002232484,0.0005650597,0.0002036449,0.001293874,0.00007504637,0.0000489738,0.002598188,0.00002504206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008819965,"about_ca_system_score_gemma":0.000195613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000127779,"about_ca_topic_score_gemma":0.00001178179,"domain_scores_codex":[0.9973968,0.0004657762,0.0007090708,0.0002627384,0.0004955604,0.0006700465],"domain_scores_gemma":[0.9980327,0.00009750072,0.0009373024,0.000567989,0.0002100038,0.0001545418],"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":[0.007267456,0.0002083484,0.02526649,0.00004687165,0.001215141,0.001482542,0.0004383427,0.000042687,0.0000908919,2.821717e-7,0.9602709,0.003670008],"study_design_scores_gemma":[0.006438694,0.06803314,0.07272238,0.0009395071,0.004135211,0.04502393,0.004889793,0.00003482778,0.00002634033,0.0002591601,0.7969189,0.0005781479],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.4112872,0.0002733279,0.00008166196,0.5875983,0.0003442776,0.0001854687,0.00002752622,0.00001898823,0.0001832051],"genre_scores_gemma":[0.1693746,0.001353459,0.0004097851,0.8248014,0.002852099,0.00001297618,0.00006798791,0.000087012,0.001040664],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2419126,"threshold_uncertainty_score":0.9997029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01014374375839599,"score_gpt":0.2595216703218625,"score_spread":0.2493779265634665,"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."}}