{"id":"W4414167666","doi":"10.31557/apjcp.2025.26.9.3175","title":"Effect of HER3 Overexpression on Survival Outcomes in Pancreatic Cancer Patients: A Systematic Review and Meta-Analysis","year":2025,"lang":"en","type":"article","venue":"Asian Pacific Journal of Cancer Prevention","topic":"HER2/EGFR in Cancer Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pancreatic cancer; Biomarker; Overall survival; Cancer; Survival analysis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01094662,0.001936301,0.01310844,0.005892761,0.0006672976,0.002476021,0.001789225,0.001746245,0.003183823],"category_scores_gemma":[0.02436112,0.000980266,0.02950201,0.007953961,0.0005642177,0.001325416,0.001249217,0.001290701,0.0002430555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002224883,"about_ca_system_score_gemma":0.003159234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006810028,"about_ca_topic_score_gemma":0.0163922,"domain_scores_codex":[0.9923707,0.003506798,0.002169767,0.0008356705,0.0008239969,0.0002930999],"domain_scores_gemma":[0.9799151,0.01524335,0.002741798,0.0005682636,0.00129639,0.0002351207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001816506,0.00002546724,0.01180796,0.3956211,0.5794182,0.0001815541,0.0001021872,0.0006634793,0.0002319547,0.0001241617,0.0007313398,0.009276133],"study_design_scores_gemma":[0.000315404,0.0001556822,0.007919927,0.02554977,0.9638171,0.0001286946,0.00005172004,0.0002244231,0.0001072526,0.0001582556,0.00154887,0.00002289554],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.009012265,0.9885002,0.0004808416,0.0002242591,0.0001028694,0.0002418865,0.001160942,0.00001928937,0.0002574679],"genre_scores_gemma":[0.2898812,0.7032613,0.002181009,0.0008250886,0.000261286,0.001372108,0.001767842,0.00003273926,0.0004173943],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01310844,"threshold_uncertainty_score":0.05789191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02951618376186685,"score_gpt":0.4149359010636762,"score_spread":0.3854197173018094,"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."}}