{"id":"W4399215381","doi":"10.6004/jnccn.2024.5019","title":"Updates in Clinical Management of Pancreatic Cancer","year":2024,"lang":"en","type":"article","venue":"Journal of the National Comprehensive Cancer Network","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nautilus Biosciences (Canada)","funders":"","keywords":"Medicine; Pancreatic cancer; Radiation therapy; Oncology; Chemotherapy; Intensive care medicine; Internal medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004587216,0.0008169097,0.001290545,0.002706393,0.0006364775,0.002269851,0.001768329,0.002850433,0.01116194],"category_scores_gemma":[0.02235628,0.0003578293,0.001072704,0.002203313,0.000608654,0.002997698,0.001563666,0.00522017,0.006560827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001990106,"about_ca_system_score_gemma":0.003057286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002965419,"about_ca_topic_score_gemma":0.007464058,"domain_scores_codex":[0.9971361,0.0009531734,0.000659865,0.0001704884,0.0009223896,0.0001579326],"domain_scores_gemma":[0.9842482,0.004969698,0.001624576,0.0004066489,0.007309426,0.001441491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008513221,0.00005821874,0.0007863638,0.001482783,0.00003824886,0.0002145003,0.00008986601,0.0003755009,0.0002512198,0.001707514,0.4918648,0.5030457],"study_design_scores_gemma":[0.00002529838,0.00004989609,0.0009407278,0.002624847,0.00004810694,0.0004936177,0.00006699772,0.000111085,0.00009685883,0.001008197,0.9945193,0.0000151064],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002917882,0.5690815,0.007339487,0.2700911,0.06610809,0.0002971095,0.001646148,0.001325596,0.08119304],"genre_scores_gemma":[0.01968206,0.7233026,0.02946723,0.09630041,0.09589002,0.0005181892,0.005396531,0.000403453,0.02903951],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01116194,"threshold_uncertainty_score":0.03734034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1039301851979271,"score_gpt":0.4601177103225228,"score_spread":0.3561875251245957,"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."}}