{"id":"W1978205622","doi":"10.1158/1538-7445.panca2012-b18","title":"Abstract B18: Genomic analysis of pancreatic ductal adenocarcinoma.","year":2012,"lang":"en","type":"article","venue":"Genetics","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Institute for Cancer Research","funders":"","keywords":"Pancreatic ductal adenocarcinoma; Medicine; Adenocarcinoma; Pathology; Internal medicine; Cancer; Oncology; Pancreatic cancer","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003198126,0.000116968,0.0006136459,0.0002966321,0.00003819293,0.000004229264,0.00009988865,0.0001153709,0.00110674],"category_scores_gemma":[0.00007748693,0.00009999879,0.0001749417,0.0004500775,0.0001433846,0.00002373527,0.00005113843,0.0001390872,0.0001159212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000068831,"about_ca_system_score_gemma":0.0001434828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005021349,"about_ca_topic_score_gemma":0.00001284174,"domain_scores_codex":[0.9987987,0.00003668933,0.000340716,0.000149737,0.0002741946,0.0004000123],"domain_scores_gemma":[0.9990207,0.0001278135,0.00009804316,0.0004116969,0.00009111356,0.0002506545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005320974,0.0002016408,0.9756592,0.00006132788,0.001934329,0.00001221486,0.000435982,0.00001324194,0.02086883,0.00006077813,0.0003476524,0.0003516162],"study_design_scores_gemma":[0.0004753368,0.0001356887,0.9912207,0.00001120765,0.005710887,0.00002949136,0.0001680205,0.0006460383,0.001113616,0.00001890534,0.0003853996,0.00008467882],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880418,0.00608167,0.0001305841,0.0001068515,0.00006009879,0.0002086729,0.00001824499,0.00001503181,0.00533706],"genre_scores_gemma":[0.9945807,0.0005123187,0.004022822,0.00007324271,0.0002174731,0.00001057774,0.00004319178,0.00001599352,0.0005237221],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01975521,"threshold_uncertainty_score":0.9998064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04641861628191871,"score_gpt":0.343387475903879,"score_spread":0.2969688596219603,"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."}}