{"id":"W2793080367","doi":"10.1093/jcag/gwy009.229","title":"A229 QUALITY ASSESSMENT OF SURVEILLANCE PATTERNS OF PATIENTS WITH BRANCH DUCT TYPE INTRADUCTAL PAPILLARY MUCINOUS NEOPLASMS (BD-IPMN)","year":2018,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Multiple and Secondary Primary Cancers","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital","funders":"","keywords":"Medicine; Radiology; Intraductal papillary mucinous neoplasm; Demographics; Malignancy; Endoscopic ultrasound; Cyst; Pancreatic duct; General surgery; Internal medicine; Pancreas","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":[0.002381001,0.0001307804,0.0003133645,0.002201017,0.0003881943,0.0008719304,0.0004414435,0.0002406138,0.001260339],"category_scores_gemma":[0.01104365,0.0001932727,0.0005961666,0.003185883,0.0003123974,0.0004345178,0.0006065203,0.0002312184,0.0002383405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001239013,"about_ca_system_score_gemma":0.001010821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02333829,"about_ca_topic_score_gemma":0.02753187,"domain_scores_codex":[0.9979353,0.0004458262,0.0005614116,0.0003076689,0.0005594066,0.0001904697],"domain_scores_gemma":[0.9840255,0.00203739,0.008284673,0.0006290391,0.004090157,0.000933149],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004059529,0.000007225489,0.9983485,0.00001494213,0.00001970944,0.00001396476,0.00006244043,0.0000150948,0.00003967105,0.000004579124,0.00008605191,0.001347176],"study_design_scores_gemma":[0.000002917101,0.00008477332,0.9990684,0.00001517945,0.00001416615,0.0001067827,0.000219905,0.0001754838,0.00005893036,0.00000572075,0.0002450608,0.000002687375],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967973,0.0004404896,0.0001747771,0.00007095384,0.000006260106,0.00004658555,0.001637488,0.00001139411,0.0008148246],"genre_scores_gemma":[0.9979354,0.0002123348,0.0002251289,0.00002166509,0.000006306585,0.00002504562,0.001457039,0.000003584088,0.0001135234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02333829,"threshold_uncertainty_score":0.0464049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01100326223421474,"score_gpt":0.2576444958889752,"score_spread":0.2466412336547605,"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."}}