{"id":"W3126766669","doi":"10.1053/j.gastro.2021.01.220","title":"Genomic Features and Classification of Homologous Recombination Deficient Pancreatic Ductal Adenocarcinoma","year":2021,"lang":"en","type":"article","venue":"Gastroenterology","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":152,"is_retracted":false,"has_abstract":false,"ca_institutions":"Pancreas Centre (Canada); Canada's Michael Smith Genome Sciences Centre; McGill University Health Centre; Lunenfeld-Tanenbaum Research Institute; Mount Sinai Hospital; Occupational Cancer Research Centre; Princess Margaret Cancer Centre; University of Toronto; University Health Network; Ontario Institute for Cancer Research","funders":"Terry Fox Research Institute; Ontario Institute for Cancer Research; Canadian Cancer Society; Pancreatic Cancer Canada Foundation; Princess Margaret Cancer Foundation; Canadian Friends of Tel Aviv University","keywords":"Pancreatic ductal adenocarcinoma; Homologous recombination; Homologous chromosome; Genetics; Cancer research; Biology; Gene; Molecular biology; Pancreatic cancer; Cancer","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003235614,0.0002310357,0.0002520283,0.00261475,0.0002783439,0.000650107,0.0003217453,0.0003978976,0.002945623],"category_scores_gemma":[0.0007599189,0.0001112595,0.0002336695,0.0009288791,0.0004184423,0.000344009,0.0003768758,0.0002295325,0.0005898533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002158243,"about_ca_system_score_gemma":0.000152508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007268435,"about_ca_topic_score_gemma":0.0004869739,"domain_scores_codex":[0.9998086,0.00002844887,0.00002764167,0.00004193002,0.00003411563,0.00005933189],"domain_scores_gemma":[0.9994649,0.0001358914,0.000159413,0.00004489081,0.000063098,0.0001317697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001865075,0.00009340059,0.8786803,0.000069917,0.00005276957,0.008189739,0.0002644767,0.0004550651,0.09458744,0.0006173602,0.0003524605,0.01477194],"study_design_scores_gemma":[0.00001898194,0.000253945,0.9739997,0.00001121587,0.00006250109,0.01750413,0.000622712,0.0007511989,0.00509927,0.0004861321,0.001180343,0.000009862587],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961743,0.0003122197,0.0003758887,0.00004458664,0.000005811294,0.0000158244,0.0003862345,0.00001881545,0.002666367],"genre_scores_gemma":[0.998887,0.0001113083,0.0002547822,0.00001404285,0.000007876802,0.000006613875,0.0004126732,0.000005348779,0.000300476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002945623,"threshold_uncertainty_score":0.009854138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02423761618775169,"score_gpt":0.2923113778412194,"score_spread":0.2680737616534676,"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."}}