{"id":"W4383535774","doi":"10.3390/curroncol30070475","title":"Focus on Therapeutic Options for Surgically Resectable Pancreatic Adenocarcinoma Based on Novel Biomarkers","year":2023,"lang":"en","type":"review","venue":"Current Oncology","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Pancreatic ductal adenocarcinoma; Pancreatic cancer; Oncology; Stage (stratigraphy); Chemotherapy; Neoadjuvant therapy; Adenocarcinoma; Internal medicine; Disease; Cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007325857,0.000659746,0.001177186,0.002015339,0.0001860014,0.0008981721,0.0007111816,0.0008236301,0.003320915],"category_scores_gemma":[0.001170684,0.0001937944,0.0008093447,0.00144305,0.0003784098,0.001184126,0.0005400991,0.001853846,0.001236396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006057512,"about_ca_system_score_gemma":0.001028432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007022701,"about_ca_topic_score_gemma":0.001656329,"domain_scores_codex":[0.9998017,0.00004622742,0.00003654997,0.00003515767,0.0000616504,0.00001876127],"domain_scores_gemma":[0.9994605,0.0003212659,0.00006976485,0.00001235464,0.0001107441,0.00002541843],"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":[0.00008243234,0.00004543342,0.0002629634,0.02735144,0.0001577272,0.0001519856,0.00005051724,0.0004632689,0.001211399,0.003379421,0.02523722,0.9416063],"study_design_scores_gemma":[0.00003708588,0.0001476509,0.001560336,0.01973414,0.0003938448,0.001683732,0.00008651324,0.0001919636,0.0005580409,0.003234341,0.9723478,0.00002455972],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009979289,0.9986584,0.000106209,0.0003975822,0.0001366197,0.000003592827,0.00001478487,0.000005164373,0.0005778363],"genre_scores_gemma":[0.0006460358,0.998503,0.0001549994,0.0003025596,0.0001321044,0.000004405433,0.00003169308,0.000001438323,0.000223755],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003320915,"threshold_uncertainty_score":0.01110953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4256526588266204,"score_gpt":0.5215601555201353,"score_spread":0.09590749669351495,"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."}}