{"id":"W4383162923","doi":"10.1016/j.esmoop.2023.101592","title":"Prognostic value of HER2-low status in breast cancer: a systematic review and meta-analysis","year":2023,"lang":"en","type":"review","venue":"ESMO Open","topic":"HER2/EGFR in Cancer Research","field":"Medicine","cited_by":75,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Daiichi Sankyo Europe; Ipsen; Astellas Pharma; Eisai; Seagen; Gilead Sciences; Servier; Instituto de Salud Carlos III; Amgen; Pfizer; Celgene; Eli Lilly and Company; AstraZeneca; Oncolytics Biotech","keywords":"Medicine; Internal medicine; Oncology; Hazard ratio; Breast cancer; Confidence interval; Meta-analysis; Odds ratio; Hormone receptor; Cancer","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.008326847,0.002016896,0.01479177,0.005482685,0.0006386972,0.00256445,0.001686478,0.001738294,0.003945652],"category_scores_gemma":[0.01953911,0.00112725,0.0280206,0.008141723,0.0006055543,0.001303238,0.001308777,0.001233,0.0003393091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001875577,"about_ca_system_score_gemma":0.002724931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007495915,"about_ca_topic_score_gemma":0.01873692,"domain_scores_codex":[0.9945971,0.002299842,0.001501557,0.0007504655,0.0005842043,0.0002668509],"domain_scores_gemma":[0.9868239,0.009563575,0.002099769,0.0004322233,0.0008762803,0.0002042702],"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":[0.001870891,0.00002653241,0.00997222,0.3953001,0.5817328,0.0001511488,0.00009094429,0.0005337165,0.0002313243,0.0001121053,0.0009347931,0.009043368],"study_design_scores_gemma":[0.000361182,0.0001265109,0.007192816,0.02204107,0.9683915,0.0001050881,0.00004187985,0.0001748327,0.00008063973,0.0001261873,0.00133657,0.00002179906],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.009311161,0.9883016,0.0004604074,0.0001916976,0.0001022255,0.0002414249,0.001102487,0.00002577059,0.0002632659],"genre_scores_gemma":[0.2930809,0.7004636,0.001879153,0.0008103973,0.0002364026,0.001220901,0.001764345,0.00003859284,0.0005057782],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01479177,"threshold_uncertainty_score":0.0440371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2672753327176868,"score_gpt":0.5170282764841014,"score_spread":0.2497529437664146,"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."}}