{"id":"W4387335111","doi":"10.1016/j.jvir.2023.09.025","title":"A Pilot Study of Percutaneous Cholecystoenteric Anastomosis: A New Option for High-Risk Patients with Symptomatic Gallstones","year":2023,"lang":"en","type":"article","venue":"Journal of Vascular and Interventional Radiology","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Surgery; Cholecystostomy; Anastomosis; Fistula; Sedation; Gallstones; Cholecystectomy; Percutaneous; Gallbladder; Stent; Adverse effect; Cholecystitis","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":[],"consensus_categories":[],"category_scores_codex":[0.0002960608,0.0001158179,0.0004457283,0.0002974038,0.00004322193,0.000008107218,0.00007335104,0.0000250158,0.00003504385],"category_scores_gemma":[0.0001094313,0.00007958651,0.0002117746,0.0001525802,0.00004906492,0.00007085522,0.00001931644,0.0001192688,0.000001375415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002891814,"about_ca_system_score_gemma":0.00004957372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008405836,"about_ca_topic_score_gemma":0.00003859508,"domain_scores_codex":[0.9988703,0.000100194,0.0005040174,0.0001358247,0.0002531872,0.0001365494],"domain_scores_gemma":[0.9991531,0.00006510489,0.0003421355,0.00009775825,0.0002512736,0.00009066243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01103613,0.01270921,0.9447013,0.001012797,0.009601533,0.0001375924,0.002410722,0.001113468,0.002093922,0.0001657199,0.004995814,0.01002187],"study_design_scores_gemma":[0.01124952,0.06924134,0.9159312,0.0003165521,0.0009236814,0.000857516,0.000820007,0.0002205326,0.000007826291,0.0003061244,0.00004243471,0.0000832868],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971134,0.0004791049,0.00162022,0.0001278338,0.0001719135,0.0004652538,0.000009236426,0.000009559601,0.000003474059],"genre_scores_gemma":[0.9992142,0.0001479194,0.0004407035,0.00003070456,0.00007837934,0.000009968998,0.00002751911,0.00001395542,0.00003667891],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05653213,"threshold_uncertainty_score":0.3245443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01378379864067068,"score_gpt":0.2625244855305262,"score_spread":0.2487406868898555,"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."}}