{"id":"W2167244585","doi":"10.1158/1078-0432.ccr-1167-3","title":"Serum Diagnosis of Pancreatic Adenocarcinoma Using Surface-Enhanced Laser Desorption and Ionization Mass Spectrometry","year":2004,"lang":"en","type":"article","venue":"Clinical Cancer Research","topic":"Advanced Proteomics Techniques and Applications","field":"Chemistry","cited_by":284,"is_retracted":false,"has_abstract":true,"ca_institutions":"Immunovaccine (Canada)","funders":"National Cancer Institute","keywords":"Pancreatic cancer; CA19-9; Medicine; Pancreatic disease; Internal medicine; Adenocarcinoma; Gastroenterology; Pancreas; Cancer; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006361024,0.0001133767,0.0002622467,0.00006856329,0.0001555821,0.00002894058,0.0001902124,0.000189894,0.0003477745],"category_scores_gemma":[0.0002823396,0.0001132906,0.00006561112,0.0005535941,0.0003175677,0.0001076029,0.0001117881,0.0005045856,0.000005897736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002583324,"about_ca_system_score_gemma":0.0001683814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002514547,"about_ca_topic_score_gemma":0.00002236271,"domain_scores_codex":[0.9984155,0.00006378914,0.000475301,0.0004097624,0.0003245021,0.0003111063],"domain_scores_gemma":[0.9987007,0.0003712487,0.0001463559,0.0003711436,0.0002793265,0.0001311916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002049729,0.0002962491,0.5287197,0.0004035231,0.00006544939,0.000004423639,0.00009030712,0.002854609,0.4600136,0.001791383,0.000042082,0.005513716],"study_design_scores_gemma":[0.000879114,0.0001046944,0.010588,0.0002848366,0.00003292392,0.000001791058,0.0001084076,0.0008202048,0.9658015,0.02114204,0.00006700459,0.0001695113],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9723945,0.001046159,0.0255117,0.0003508625,0.000019499,0.0002791468,0.00004942835,0.00004945722,0.000299274],"genre_scores_gemma":[0.957846,0.004743742,0.03695517,0.00001994788,0.0001398122,0.0001440879,0.00001125532,0.00002958029,0.0001103438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5181317,"threshold_uncertainty_score":0.4619856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1290911887960914,"score_gpt":0.4591416555298894,"score_spread":0.330050466733798,"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."}}