{"id":"W4399438573","doi":"10.1016/j.lana.2024.100809","title":"Impact of pre-operative abdominal MRI on survival for patients with resected pancreatic carcinoma: a population-based study","year":2024,"lang":"en","type":"article","venue":"The Lancet Regional Health - Americas","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thunder Bay Regional Research Institute; Juravinski Hospital; McMaster University; University of Toronto; Hamilton Health Sciences; Health Sciences North; St. Joseph’s Healthcare Hamilton; NOSM University; Thunder Bay Regional Health Sciences Centre","funders":"Canadian Institutes of Health Research; Health Canada; Incyte; Sanofi Genzyme; EMD Serono; Ipsen; Eisai; Northern Ontario Academic Medicine Association; Servier; Amgen; Cancer Care Ontario; Sanofi","keywords":"Medicine; Pancreatic carcinoma; Carcinoma; Radiology; Population; Oncology; General surgery; Internal medicine; Pancreatic cancer; Cancer","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004885331,0.0002395891,0.0002472381,0.0005556173,0.0005325787,0.0007284602,0.0004759977,0.0003345872,0.001006448],"category_scores_gemma":[0.002317514,0.0002118159,0.0004947357,0.0009670519,0.0003677019,0.0004014257,0.0004771615,0.0005849738,0.0001649301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001401889,"about_ca_system_score_gemma":0.001540475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09525088,"about_ca_topic_score_gemma":0.1655474,"domain_scores_codex":[0.9995254,0.00006502547,0.0000453136,0.0001219262,0.0001149682,0.0001273242],"domain_scores_gemma":[0.9982654,0.0001860872,0.0008182934,0.0001388052,0.0002390818,0.0003524077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000284424,0.000005928095,0.9996654,0.0000021941,0.00001527438,0.0000226698,0.00002164393,0.00001044166,0.00002616441,0.000002574535,0.00002751107,0.0001718062],"study_design_scores_gemma":[0.000001872195,0.00002109852,0.9996943,0.00000242217,0.00001036252,0.00007422297,0.00008568682,0.00003604233,0.000008070205,0.000003659921,0.00006089599,0.00000144526],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990044,0.0001086654,0.00002697073,0.00003491557,0.000003143469,0.000005562807,0.0005540877,0.000001506888,0.0002608158],"genre_scores_gemma":[0.9994184,0.00005897804,0.00002077541,0.00001501993,0.000005027463,0.000003787487,0.0004275245,8.566618e-7,0.00004965261],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09525088,"threshold_uncertainty_score":0.1893929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08818137485081091,"score_gpt":0.4590955008446485,"score_spread":0.3709141259938376,"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."}}