{"id":"W4407285560","doi":"10.1093/jcag/gwae059.233","title":"A233 CANADIAN EXPERIENCE OF ENDOSCOPIC ULTRASOUND-GUIDED GALLBLADDER DRAINAGE: A CASE SERIES","year":2025,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Medicine; Gallbladder; Series (stratigraphy); Drainage; Ultrasound; General surgery; Endoscopic ultrasound; Radiology; Surgery; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00049514,0.001409197,0.0005966563,0.002729553,0.004732444,0.001891813,0.001471314,0.001829046,0.0030609],"category_scores_gemma":[0.003497052,0.0007491041,0.0008225953,0.004389362,0.001871694,0.0008356905,0.001663033,0.001431305,0.0007732589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009610704,"about_ca_system_score_gemma":0.01200684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3384912,"about_ca_topic_score_gemma":0.4632501,"domain_scores_codex":[0.9983542,0.000110092,0.0001495939,0.0002009657,0.0005435745,0.0006415966],"domain_scores_gemma":[0.9977272,0.0001937794,0.0005184684,0.0001462451,0.0004464523,0.0009677964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0001698045,0.000339998,0.4017145,0.0003159881,0.0001043636,0.5595768,0.003360105,0.0002942305,0.001580065,0.0007340847,0.005264451,0.02654554],"study_design_scores_gemma":[0.00004231555,0.000232835,0.2060399,0.0002462266,0.00008943577,0.7794408,0.005148095,0.0005354818,0.0006627148,0.0002692641,0.007190868,0.0001020485],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9809886,0.005043443,0.001074085,0.001589977,0.00023255,0.0002136829,0.0004530342,0.00008076381,0.01032386],"genre_scores_gemma":[0.994947,0.002471622,0.0007339882,0.0004505221,0.0001694429,0.0000252863,0.0002794397,0.00003452349,0.0008882303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3384912,"threshold_uncertainty_score":0.6730419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008673638851103354,"score_gpt":0.252683443210616,"score_spread":0.2440098043595127,"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."}}