{"id":"W3185775252","doi":"10.1016/j.annonc.2021.05.225","title":"P-170 Assessment of long-term outcomes and predictive factors of malignancy in branch-duct intraductal papillary mucinous neoplasms: A retrospective study in a Canadian referral center","year":2021,"lang":"en","type":"article","venue":"Annals of Oncology","topic":"Medical Imaging and Pathology Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Centre Hospitalier Universitaire de Sherbrooke","funders":"","keywords":"Medicine; Malignancy; Single Center; Retrospective cohort study; Dysplasia; Incidence (geometry); Referral; Watchful waiting; Radiology; Internal medicine; General surgery; Cancer","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":[0.0005982897,0.0004200323,0.0004245061,0.002320752,0.002510829,0.001518447,0.001457501,0.0006523096,0.001413964],"category_scores_gemma":[0.002498377,0.0004890246,0.000520366,0.003970199,0.0012356,0.0006723038,0.001049816,0.0008397391,0.0002502154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009813746,"about_ca_system_score_gemma":0.01290726,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6756847,"about_ca_topic_score_gemma":0.7497106,"domain_scores_codex":[0.9990134,0.00006544682,0.00006736995,0.0001526879,0.0002966812,0.0004044136],"domain_scores_gemma":[0.9968441,0.0002528082,0.0009022192,0.0001200114,0.001026546,0.0008543302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000285222,0.00002305269,0.998719,0.000005391942,0.000009743621,0.0002777708,0.0002059306,0.00001471828,0.0001348349,0.0000158308,0.00007329158,0.0004918405],"study_design_scores_gemma":[0.000002383026,0.00004671899,0.9972491,0.000007934237,0.00001655223,0.0007966518,0.001471732,0.00008123271,0.00006674213,0.00001299078,0.0002396057,0.00000826026],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989121,0.0001685415,0.00002762034,0.00004509909,0.000002994192,0.000009985761,0.0003104948,0.000002655803,0.0005206123],"genre_scores_gemma":[0.9991574,0.0001417799,0.00006334722,0.00003983951,0.000006311189,0.000006415028,0.0004087272,0.000003045112,0.0001732009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3243153,"threshold_uncertainty_score":0.6524506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08907216606946709,"score_gpt":0.416066965351986,"score_spread":0.3269947992825188,"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."}}