{"id":"W4221072564","doi":"10.3390/curroncol29040198","title":"Implication of ERBB2 as a Predictive Tool for Survival in Patients with Pancreatic Cancer in Histological Studies","year":2022,"lang":"en","type":"article","venue":"Current Oncology","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Consejería de Sanidad, Comunidad de Madrid; Comunidad de Madrid","keywords":"Medicine; Pancreatic cancer; Disease; Adenocarcinoma; Cancer; Oncology; Radiation therapy; Immunotherapy; Lung cancer; Internal medicine","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":[0.001073351,0.0002390196,0.0002532288,0.001024152,0.0003939273,0.0007923345,0.0002683777,0.000329873,0.002488908],"category_scores_gemma":[0.00263017,0.0001274365,0.0005842285,0.001038295,0.0003078549,0.0005965027,0.0004130888,0.0005366456,0.0002683587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000219436,"about_ca_system_score_gemma":0.0002788613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00134765,"about_ca_topic_score_gemma":0.002243181,"domain_scores_codex":[0.9996512,0.0001151441,0.00004138137,0.00005287909,0.00005125926,0.00008816111],"domain_scores_gemma":[0.998613,0.0004725684,0.0003638717,0.0001314247,0.0001853485,0.0002336803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001350869,0.00001052161,0.9977202,0.00001017514,0.00002923416,0.0001856638,0.00003450133,0.00003001109,0.0002387092,0.00001703023,0.00004981552,0.001539036],"study_design_scores_gemma":[0.000005146262,0.00009752734,0.9970885,0.00001336399,0.0001176101,0.001001113,0.0003397847,0.0003134482,0.0002802079,0.0001147433,0.0006239212,0.000004615967],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996087,0.001777986,0.0003418066,0.0001432951,0.00003244397,0.000006600979,0.0001883299,0.000009270017,0.001413235],"genre_scores_gemma":[0.9992009,0.0002514842,0.0001100284,0.00002705482,0.00001832441,0.000003611044,0.0001264552,0.000002020704,0.0002601025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002488908,"threshold_uncertainty_score":0.008326232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1289317266964816,"score_gpt":0.4673109028329333,"score_spread":0.3383791761364517,"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."}}