{"id":"W4319300399","doi":"10.1055/a-2029-2520","title":"Multicenter retrospective cohort of EUS-guided anterograde pancreatic duct access","year":2023,"lang":"en","type":"article","venue":"Endoscopy International Open","topic":"Pediatric Hepatobiliary Diseases and Treatments","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Medicine; Pancreatic duct; Retrospective cohort study; General surgery; Internal medicine; Pancreas","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":[0.0006801958,0.0003614383,0.0005419287,0.000670454,0.0006269663,0.0009301906,0.000381744,0.0003937018,0.001937571],"category_scores_gemma":[0.002137448,0.0004790871,0.0004224787,0.0008254329,0.0003545959,0.0005662204,0.0007753382,0.0004807651,0.0004923994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003308674,"about_ca_system_score_gemma":0.0005865238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001229802,"about_ca_topic_score_gemma":0.00143619,"domain_scores_codex":[0.9989403,0.0001516096,0.0001407074,0.0004421741,0.0001770423,0.0001481559],"domain_scores_gemma":[0.9982393,0.0002382019,0.0007495545,0.0002926934,0.000169556,0.0003106193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001245769,0.00003908786,0.9975767,0.00001097391,0.00002795064,0.0007491412,0.00007428844,0.00002346139,0.0002445038,0.00002792064,0.0001085572,0.0009928211],"study_design_scores_gemma":[0.00004013438,0.00056763,0.987212,0.00002764476,0.00006838013,0.01024872,0.0005761797,0.0003088845,0.0002120425,0.0000618998,0.0006623049,0.00001409036],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987735,0.0001547928,0.0002051008,0.00001430911,0.000007320773,0.00003662768,0.0003189032,0.000005099165,0.0004843262],"genre_scores_gemma":[0.9991559,0.00007203474,0.0001789034,0.000038842,0.00001736438,0.00003850461,0.0004225077,0.000004618621,0.00007137934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001937571,"threshold_uncertainty_score":0.006481826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04341275834099338,"score_gpt":0.4006396884349566,"score_spread":0.3572269300939632,"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."}}