{"id":"W4403537808","doi":"10.1016/j.esmoop.2024.103837","title":"97P Population-based assessment of outcomes in pancreatic ductal adenocarcinoma (PDAC) patients (pts) with pathogenic germline variants (PGVs)","year":2024,"lang":"en","type":"article","venue":"ESMO Open","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia; University of British Columbia Hospital; BC Cancer Agency","funders":"","keywords":"Pancreatic ductal adenocarcinoma; Germline; Oncology; Internal medicine; Medicine; Population; Pancreatic cancer; Cancer research; Biology; Cancer; Genetics; Gene; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0003481438,0.0002400093,0.000212573,0.0009032394,0.000686353,0.0006912232,0.0004727204,0.0003177126,0.001323261],"category_scores_gemma":[0.001425811,0.0001524768,0.0002185161,0.001597026,0.0003864107,0.000228731,0.000626119,0.0004055065,0.0002626697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002610255,"about_ca_system_score_gemma":0.001870381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5019854,"about_ca_topic_score_gemma":0.5227906,"domain_scores_codex":[0.9996443,0.00004357952,0.00002598369,0.00008908119,0.0001009621,0.00009615417],"domain_scores_gemma":[0.9991508,0.00007095499,0.0002207961,0.00005056707,0.0002559822,0.0002509073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005142346,0.00001073989,0.9985476,0.000002867057,0.00001602021,0.00005307698,0.00004117689,0.00005564568,0.0001307344,0.00001182015,0.0001197104,0.0009590398],"study_design_scores_gemma":[0.000003316743,0.00004366299,0.9993138,0.000002052062,0.000009508487,0.000155917,0.0001313322,0.0001303998,0.0000456501,0.00001264159,0.0001495722,0.000002157949],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980165,0.00005740967,0.00006106601,0.00002709734,0.000001418884,0.00001036706,0.001168099,0.000006453058,0.0006515923],"genre_scores_gemma":[0.9988872,0.00004224112,0.00005661647,0.00002039352,0.000002104783,0.000006144344,0.0007968554,0.000002232719,0.0001862074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5019854,"threshold_uncertainty_score":0.998127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03063600048448429,"score_gpt":0.3751923079711464,"score_spread":0.3445563074866622,"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."}}