{"id":"W4316084162","doi":"10.14309/01.ajg.0000856940.05379.93","title":"S75 Safety and Efficacy of Endoscopic Drainage of Pancreatic Fluid Collections Performed by Early Career Advanced Endoscopists: A Multicenter Experience","year":2022,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Drainage; Pancreatic pseudocyst; Stent; Endoscopic ultrasound; Surgery; Endoscopy; General surgery; Pancreatitis","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":[0.004096928,0.0002746028,0.0005064288,0.0007547709,0.0003557836,0.0007453227,0.0003028974,0.0003741985,0.001041307],"category_scores_gemma":[0.008217559,0.0001703735,0.0006111399,0.0007409009,0.0004040508,0.0006261318,0.0006382817,0.000282976,0.0002585672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003289764,"about_ca_system_score_gemma":0.0005147426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000279433,"about_ca_topic_score_gemma":0.0002611721,"domain_scores_codex":[0.997853,0.00106299,0.0003026046,0.0002432431,0.000389879,0.0001482067],"domain_scores_gemma":[0.9922562,0.002705799,0.002940536,0.0005683225,0.0007208665,0.0008082405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001678088,0.0003837403,0.9824865,0.00006525349,0.000153447,0.0006849163,0.0003035914,0.00009998863,0.0006838097,0.00002336014,0.0001905244,0.01324682],"study_design_scores_gemma":[0.0003894567,0.0107897,0.9756133,0.0001167009,0.0001974587,0.008910703,0.0008902195,0.0007191817,0.001064845,0.0000601224,0.001214801,0.00003359368],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992211,0.0004081397,0.000101047,0.00002290547,0.000003863552,0.00001334395,0.00006385683,0.000002349216,0.0001635592],"genre_scores_gemma":[0.9993186,0.0002358427,0.0001952276,0.00002472934,0.00003035635,0.00001432249,0.0001444407,0.000002193147,0.00003432793],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004096928,"threshold_uncertainty_score":0.02166688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01141174387058951,"score_gpt":0.2906816649311952,"score_spread":0.2792699210606057,"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."}}