{"id":"W2342771492","doi":"10.5539/cco.v6n2p45","title":"No Correlation between KRAS Status and Advanced Pancreatic Adenocarcinoma Survival","year":2017,"lang":"en","type":"article","venue":"Cancer and Clinical Oncology","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"KRAS; Gemcitabine; Medicine; Internal medicine; Erlotinib; Oncology; Pancreatic cancer; Chemotherapy; Biomarker; Adenocarcinoma; Cancer; Epidermal growth factor receptor; Colorectal cancer; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008012775,0.0001455901,0.001078976,0.00004036666,0.0003154537,0.00002446489,0.00008624997,0.0003868956,0.0002258673],"category_scores_gemma":[0.001935762,0.0001157421,0.00007366804,0.00003187675,0.001008007,0.0001007788,0.0001433344,0.0005286319,0.00004848683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001308829,"about_ca_system_score_gemma":0.0007187892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000471606,"about_ca_topic_score_gemma":0.0002119713,"domain_scores_codex":[0.9983305,0.0001779823,0.0005251608,0.0004082849,0.0001637875,0.0003943345],"domain_scores_gemma":[0.9970015,0.001670863,0.0002628848,0.0003774506,0.0001677102,0.0005196455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007754493,0.00007907397,0.8852216,0.00004910521,0.0002024045,0.00004458481,0.0000544624,7.332022e-8,0.00001664655,0.0002026977,0.0002582027,0.1130957],"study_design_scores_gemma":[0.006854422,0.002838126,0.9692677,0.00007082325,0.0007185442,0.00001403925,0.00007698656,0.0002913804,0.00000331712,0.0003171698,0.01943316,0.0001143835],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.966207,0.002394537,0.00006609344,0.002254675,0.0005713951,0.0004152792,0.00001796234,0.00002257548,0.02805044],"genre_scores_gemma":[0.9820286,0.01127026,0.0005657878,0.0003958241,0.000831173,0.00004954443,0.00001825881,0.0000160575,0.00482448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1129813,"threshold_uncertainty_score":0.4719825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1276789703066573,"score_gpt":0.4924166071034879,"score_spread":0.3647376367968306,"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."}}