{"id":"W4388040632","doi":"10.3390/curroncol30110694","title":"A Simple Overview of Pancreatic Cancer Treatment for Clinical Oncologists","year":2023,"lang":"en","type":"review","venue":"Current Oncology","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Pancreatic cancer; Simple (philosophy); Cancer; Bioinformatics; Internal medicine; Biology","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":[0.0004771679,0.001090682,0.000895436,0.002492987,0.0003953999,0.001060298,0.0007783062,0.001192217,0.008240773],"category_scores_gemma":[0.00107494,0.0002958922,0.0005972463,0.002341513,0.0003312581,0.001834178,0.0007112517,0.002257488,0.003808205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009029206,"about_ca_system_score_gemma":0.001577588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001176934,"about_ca_topic_score_gemma":0.002198262,"domain_scores_codex":[0.9997707,0.00004437745,0.00004467423,0.00004518609,0.00007477987,0.00002030436],"domain_scores_gemma":[0.9996023,0.0001747723,0.00005082218,0.00001302662,0.0001183334,0.00004090381],"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":[0.00004877616,0.0000540351,0.0001400461,0.02135869,0.00005131611,0.0001239942,0.00006092765,0.0002424641,0.000543704,0.00257271,0.1205646,0.8542387],"study_design_scores_gemma":[0.00000948634,0.00005515649,0.0005108929,0.008308752,0.00006143207,0.0006940381,0.00004055045,0.00003877854,0.00007712079,0.001237416,0.9889559,0.00001039363],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007120117,0.9946746,0.0001989033,0.001249782,0.000959086,0.00001652014,0.00006743056,0.00002076493,0.002741789],"genre_scores_gemma":[0.0003390691,0.9971406,0.0003236638,0.0007585635,0.0004781445,0.0000172946,0.00008691053,0.00000307,0.0008528202],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008240773,"threshold_uncertainty_score":0.0275681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8010566739530863,"score_gpt":0.688757645654952,"score_spread":0.1122990282981343,"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."}}