{"id":"W3030357868","doi":"10.1200/jco.2020.38.15_suppl.4630","title":"Outcomes and Immunogenicity of pancreatic cancer stratified by the HRDetect score.","year":2020,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Queen's University; McGill University; Centre Hospitalier de l’Université de Montréal; Toronto General Hospital; University Health Network; Ontario Institute for Cancer Research; Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Immunogenicity; Internal medicine; PALB2; Oncology; Pancreatic cancer; Cancer; Antibody; Gene; Immunology; Germline mutation; Mutation; Genetics","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":[0.001219735,0.0001969821,0.0002923824,0.0003310093,0.0001702088,0.0004931723,0.0001601139,0.0002586968,0.001289807],"category_scores_gemma":[0.001964705,0.0001072849,0.0004413287,0.0003359203,0.0001994281,0.0003196464,0.0004925989,0.0003522992,0.000281214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001738767,"about_ca_system_score_gemma":0.0001375785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003406232,"about_ca_topic_score_gemma":0.0003669649,"domain_scores_codex":[0.9996333,0.0001030233,0.00003163668,0.00009694303,0.00006047489,0.00007467716],"domain_scores_gemma":[0.9983611,0.0003156782,0.0006798773,0.0001467991,0.00009647253,0.0004000556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001973783,0.00003638339,0.9950715,0.000007250771,0.00006540042,0.00005203446,0.00001917237,0.0001139013,0.0005913859,0.00001206296,0.0000886963,0.001968412],"study_design_scores_gemma":[0.00002976276,0.0007592115,0.998247,0.000002394165,0.00004531823,0.0002138715,0.00003837685,0.0002797224,0.0001757017,0.00003471294,0.0001709744,0.000002992669],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993209,0.00009003227,0.00006672241,0.00001691726,0.000003689039,0.000005872639,0.000203643,0.00000244466,0.0002897714],"genre_scores_gemma":[0.9994168,0.00001909682,0.00003038361,0.00001258967,0.000005840171,0.000004799725,0.0004164522,0.000001764152,0.00009222603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001289807,"threshold_uncertainty_score":0.006450653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07716482019828338,"score_gpt":0.4059221294186349,"score_spread":0.3287573092203515,"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."}}