{"id":"W4387809108","doi":"10.3390/curroncol30100672","title":"Current and Emerging Role of Monoclonal Antibody-Based First-Line Treatment in Advanced Gastro-Esophageal and Gastric Cancer","year":2023,"lang":"en","type":"review","venue":"Current Oncology","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Université de Montréal","funders":"Astellas Pharma; Pfizer","keywords":"Medicine; Malignancy; Monoclonal antibody; Cancer; Oncology; Immunotherapy; Disease; Targeted therapy; Bevacizumab; Chemotherapy; Internal medicine; Antibody; Immunology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001924011,0.0005338503,0.002507364,0.0008870532,0.00004871844,0.00001004764,0.000114233,0.0001484322,0.00005265449],"category_scores_gemma":[0.00004736843,0.0004278645,0.0002789944,0.0006789208,0.0001222883,0.00004287482,0.0001480611,0.0004093398,0.00000550828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007486399,"about_ca_system_score_gemma":0.0006224543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001068316,"about_ca_topic_score_gemma":0.0002465571,"domain_scores_codex":[0.9976144,0.00010156,0.0008959797,0.0006545264,0.000229047,0.0005045307],"domain_scores_gemma":[0.9987224,0.0002569494,0.0005196766,0.0002560045,0.00005734365,0.0001876312],"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":[0.00009407908,0.000411401,0.05494369,0.01355294,0.0001449401,0.00004549771,0.00006169745,0.00002051287,6.417723e-7,0.00001768098,0.00007450533,0.9306324],"study_design_scores_gemma":[0.004622448,0.001150571,0.01091583,0.0104729,0.001879344,0.00002204117,0.00004179207,0.0004966019,7.704247e-7,0.00002031221,0.9701252,0.0002522023],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007724347,0.9892726,0.00004184714,0.0001394702,0.0009334451,0.001681063,0.0001323417,0.00004463348,0.00003027399],"genre_scores_gemma":[0.0007447395,0.9977064,0.0001621096,0.000008706796,0.0003209339,0.000531553,0.0004093786,0.00005258404,0.00006355231],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9700507,"threshold_uncertainty_score":0.9998173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1191598201787716,"score_gpt":0.465593604109928,"score_spread":0.3464337839311564,"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."}}