{"id":"W4397291978","doi":"10.1016/j.pan.2024.05.525","title":"The multidisciplinary pancreatic cyst clinic: A collaborative approach to streamlined management","year":2024,"lang":"en","type":"article","venue":"Pancreatology","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Pancreas Centre (Canada)","funders":"","keywords":"Medicine; Multidisciplinary approach; Pancreatic cyst; Intensive care medicine; General surgery; Cyst; Radiology","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":[0.01461918,0.001151929,0.001423711,0.004644724,0.006291774,0.01082396,0.004743907,0.005638718,0.01451443],"category_scores_gemma":[0.02610376,0.0009747164,0.001614022,0.001873605,0.00284651,0.007764756,0.01971223,0.0129008,0.002939422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006464509,"about_ca_system_score_gemma":0.03809129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006047195,"about_ca_topic_score_gemma":0.01859806,"domain_scores_codex":[0.9829915,0.006367968,0.001596158,0.002387621,0.004663624,0.001993188],"domain_scores_gemma":[0.9358034,0.008375324,0.003866592,0.002441198,0.01264354,0.03687001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002992424,0.003291269,0.04834689,0.001354044,0.0005020312,0.01249109,0.00610016,0.003966004,0.004659491,0.01577507,0.3291374,0.5740772],"study_design_scores_gemma":[0.0007517141,0.002389946,0.1020662,0.009949476,0.0006309817,0.03590029,0.03587077,0.01455658,0.002908565,0.08497089,0.7090244,0.0009802014],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0615779,0.03026078,0.183723,0.6010697,0.02072261,0.003286814,0.0003528314,0.00328486,0.09572142],"genre_scores_gemma":[0.3988602,0.0312387,0.3709855,0.1254364,0.04093232,0.002334063,0.0009976841,0.001119105,0.02809604],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01461918,"threshold_uncertainty_score":0.07731456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02937400539263916,"score_gpt":0.3747461231016608,"score_spread":0.3453721177090216,"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."}}