{"id":"W3048300704","doi":"10.1016/j.pan.2020.08.003","title":"Risk of malignancy in small pancreatic cysts decreases over time","year":2020,"lang":"en","type":"article","venue":"Pancreatology","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":false,"ca_institutions":"Pancreas Centre (Canada)","funders":"National Cancer Institute; National Institutes of Health; American Cancer Society","keywords":"Medicine; Malignancy; Pancreatic cancer; Dysplasia; Proportional hazards model; Internal medicine; Gastroenterology; Cancer; 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":[0.0006551947,0.0002156027,0.0003949796,0.001363645,0.0004089218,0.001221576,0.000421602,0.0009804126,0.003425609],"category_scores_gemma":[0.007335754,0.000248632,0.000673737,0.001723617,0.0003380401,0.001192678,0.0005103194,0.0006446267,0.0009910974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003187857,"about_ca_system_score_gemma":0.0004346757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004960084,"about_ca_topic_score_gemma":0.003114777,"domain_scores_codex":[0.9995244,0.00008444028,0.0000410135,0.0001339285,0.0001036595,0.0001126736],"domain_scores_gemma":[0.9940225,0.001106526,0.003038315,0.0004198726,0.0007670774,0.0006457321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003679663,0.0000412373,0.9902935,0.00001759851,0.00005264426,0.0002474488,0.0001189418,0.00009732337,0.0007062063,0.00004733817,0.0001963616,0.007813388],"study_design_scores_gemma":[0.000002199589,0.000114163,0.997921,0.000007761693,0.00003465342,0.0007360323,0.0002730073,0.0001743427,0.0001820104,0.00006986631,0.0004808268,0.000004036556],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952236,0.001761629,0.0003776509,0.000300487,0.00002912174,0.00000462687,0.0003792409,0.0000314882,0.001892235],"genre_scores_gemma":[0.9979281,0.0005358897,0.0001597796,0.00003670454,0.00003747773,0.000002910817,0.0003367601,0.00001032559,0.0009519566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004960084,"threshold_uncertainty_score":0.01145977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02756658655189723,"score_gpt":0.3015935913886632,"score_spread":0.274027004836766,"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."}}