{"id":"W1983134537","doi":"10.1055/s-2003-36405","title":"The New Soehendra Stent Retriever Makes Stent Exchange Much Easier","year":2003,"lang":"en","type":"article","venue":"Endoscopy","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Forceps; Stent; Labrador Retriever; Biliary stent; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002376593,0.0002098265,0.0002393183,0.00005691549,0.0001875805,0.0000525034,0.0001377396,0.00008682886,0.001512373],"category_scores_gemma":[0.0002128052,0.0001327691,0.0001519591,0.0002443691,0.00009165824,0.00006817566,0.00003180781,0.0002456595,0.0002839967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000653006,"about_ca_system_score_gemma":0.0002121901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006196152,"about_ca_topic_score_gemma":0.00004110732,"domain_scores_codex":[0.9984216,0.00007876882,0.0002491174,0.0002993396,0.0004481419,0.0005030275],"domain_scores_gemma":[0.9990125,0.00008833487,0.00006108863,0.0005150915,0.00007434694,0.0002486656],"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":[0.001122351,0.0008082074,0.05059271,0.0002724315,0.0007778101,0.0002281424,0.005526148,0.000003891728,0.01129902,0.009377521,0.8841866,0.03580513],"study_design_scores_gemma":[0.003061869,0.0003927539,0.01212691,0.0000558394,0.0001271937,0.00003654098,0.00248815,0.000008541081,0.01103994,0.0008128294,0.969629,0.000220373],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6660958,0.03907129,0.001120466,0.03183706,0.005524463,0.003647377,0.00002750781,0.0005035714,0.2521725],"genre_scores_gemma":[0.9256265,0.001443785,0.001122229,0.002043147,0.0003652918,0.00004872643,0.00001858116,0.00005702918,0.06927467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2595307,"threshold_uncertainty_score":0.9994004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02026827229779415,"score_gpt":0.2703471193920838,"score_spread":0.2500788470942896,"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."}}