{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002190399,0.0002210657,0.003295838,0.0006445302,0.00002909369,0.00001776208,0.0001401238,0.00008345947,0.0009395012],"category_scores_gemma":[0.0006708695,0.0001335517,0.0009547519,0.000932729,0.00004728501,0.0001184557,0.00003226713,0.0003388688,0.000001336376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003761511,"about_ca_system_score_gemma":0.0002312505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001562352,"about_ca_topic_score_gemma":0.0000962819,"domain_scores_codex":[0.9961879,0.001286798,0.001269352,0.0002296941,0.0008195719,0.0002066813],"domain_scores_gemma":[0.9979058,0.0004184681,0.000901972,0.0003429391,0.0003274388,0.0001034004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001269173,0.001053295,0.2922601,0.541499,0.1566737,0.00002794041,0.0004521864,0.00004650861,0.0002720271,0.00004057883,0.002121054,0.004284458],"study_design_scores_gemma":[0.004800339,0.003405753,0.1199207,0.1457753,0.7236577,0.000006249499,0.0002320957,0.00003126905,0.001642069,0.000156028,0.00008972724,0.0002827607],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4889122,0.4828669,0.0003493119,0.007983841,0.0006622371,0.01255361,0.0005183105,0.00003316637,0.006120337],"genre_scores_gemma":[0.9889637,0.007942186,0.00003961793,0.0001090743,0.00001789017,0.0004115213,0.00001011977,0.0000178246,0.002488103],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5669841,"threshold_uncertainty_score":0.9999738,"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."}}