{"id":"W7131813877","doi":"10.5376/ijmms.2024.14.0031","title":"KRAS Mutations in Pancreatic Cancer: Genomic Mechanisms and Therapeutic Implications","year":2024,"lang":"","type":"article","venue":"International Journal of Molecular Medical Science","topic":"Protein Kinase Regulation and GTPase Signaling","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"KRAS; Mutation; Pancreatic cancer; Disease; Gene","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":[0.0002196099,0.0002984025,0.0002787234,0.0009598813,0.0003003433,0.0008533652,0.0003181818,0.0006799783,0.001097668],"category_scores_gemma":[0.0004072067,0.0001797599,0.0001509383,0.0006306782,0.0006121971,0.0004256354,0.0002923743,0.0006524352,0.0001929299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005100559,"about_ca_system_score_gemma":0.0004120273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002581816,"about_ca_topic_score_gemma":0.0002634608,"domain_scores_codex":[0.9998865,0.00002343031,0.000008210133,0.00002130737,0.0000375055,0.00002300236],"domain_scores_gemma":[0.9998877,0.00004129727,0.00003448579,0.000008526264,0.00001028693,0.00001771954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004569514,0.0003502464,0.05676889,0.0008276072,0.0001766086,0.009833044,0.0003723645,0.007025895,0.6543774,0.05646536,0.00271656,0.2065165],"study_design_scores_gemma":[0.0003816214,0.001597441,0.2406439,0.0003485129,0.0007266793,0.05184504,0.001640415,0.009676397,0.5426881,0.07517233,0.07515424,0.0001253764],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9167498,0.05732217,0.005114241,0.007287604,0.0001587908,0.00002389856,0.0005123885,0.0002818221,0.01254937],"genre_scores_gemma":[0.9885084,0.009954654,0.0006079093,0.000150893,0.00005813989,0.000007188331,0.00008712205,0.00001033474,0.0006153063],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.001097668,"threshold_uncertainty_score":0.003700674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01225391017298784,"score_gpt":0.3169796781639391,"score_spread":0.3047257679909512,"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."}}