{"id":"W4400640716","doi":"10.1055/a-2366-2265","title":"Efficacy and safety of a single-use cholangioscope for percutaneous transhepatic cholangioscopy","year":2024,"lang":"en","type":"article","venue":"Endoscopy International Open","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital","funders":"Fondazione Roma; Ministero della Salute; Boston Scientific Corporation","keywords":"Medicine; Percutaneous; Single use; Medical physics; Radiology; Engineering; Process engineering","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":[0.002432878,0.0002755372,0.0006314442,0.0008134391,0.0002963702,0.0006983491,0.0003036278,0.0004203285,0.000948174],"category_scores_gemma":[0.006716179,0.0001026592,0.0007900271,0.0003961444,0.0004782232,0.0004775372,0.0003349597,0.0005492734,0.0002059033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004289687,"about_ca_system_score_gemma":0.0004528523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002080897,"about_ca_topic_score_gemma":0.000394024,"domain_scores_codex":[0.9974711,0.0009176251,0.000343627,0.0001970233,0.0009393124,0.0001313248],"domain_scores_gemma":[0.9906181,0.00301258,0.004357786,0.0005381303,0.0007515334,0.000721927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02654817,0.003990878,0.7224208,0.001226049,0.0008857494,0.002209221,0.000281708,0.0008271002,0.01645138,0.0001659475,0.0006056728,0.2243874],"study_design_scores_gemma":[0.001278732,0.1605155,0.7979851,0.0004200686,0.0007624843,0.0188287,0.0005377404,0.003312021,0.01325412,0.0001405688,0.002910286,0.00005465105],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952258,0.003167969,0.0004524947,0.00009096639,0.00002849406,0.00005668797,0.00004492452,0.00001386797,0.0009187516],"genre_scores_gemma":[0.9983968,0.0007254715,0.000519796,0.00006322991,0.00009126424,0.00002930936,0.00008147137,0.000003246354,0.00008943682],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002432878,"threshold_uncertainty_score":0.0128665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03358508437720216,"score_gpt":0.3332720513085421,"score_spread":0.2996869669313399,"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."}}