{"id":"W4388017705","doi":"10.3390/curroncol30110691","title":"Unveiling Therapeutic Targets for Esophageal Cancer: A Comprehensive Review","year":2023,"lang":"en","type":"review","venue":"Current Oncology","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Nivolumab; Targeted therapy; Cetuximab; Disease; Esophageal cancer; Intensive care medicine; Pembrolizumab; Ipilimumab; Trastuzumab; Cancer; Oncology; Internal medicine; Immunotherapy; Bioinformatics; Colorectal cancer; Breast cancer","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":[0.000539867,0.0007614357,0.001220935,0.002783227,0.0002707199,0.001039369,0.0007033803,0.0008404304,0.004649497],"category_scores_gemma":[0.0009464005,0.0002521072,0.0008435964,0.002394742,0.0002707957,0.001397881,0.0006277098,0.001357136,0.001444772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000522366,"about_ca_system_score_gemma":0.00131727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009117099,"about_ca_topic_score_gemma":0.002302994,"domain_scores_codex":[0.9998285,0.00003375555,0.00003632483,0.0000293341,0.00005341935,0.00001872531],"domain_scores_gemma":[0.9996206,0.0002014693,0.00005568943,0.000008336555,0.0000853813,0.00002857778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001035528,0.00007207716,0.0002144897,0.06711325,0.0002124665,0.0002216061,0.00009841844,0.0003807776,0.001552759,0.002537503,0.03784742,0.8896457],"study_design_scores_gemma":[0.0000232761,0.0001392621,0.0009537205,0.0190827,0.0004449109,0.001146379,0.00008994714,0.00009733426,0.0003401566,0.001608943,0.9760525,0.0000208526],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008024518,0.9991048,0.00005243195,0.0002043699,0.0001186785,0.00000388785,0.00001935732,0.000004172439,0.0004119878],"genre_scores_gemma":[0.0003565165,0.999076,0.0001000411,0.0001541881,0.00007548839,0.000004011592,0.00002860531,8.991188e-7,0.0002041641],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004649497,"threshold_uncertainty_score":0.01555407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4499094611648266,"score_gpt":0.5796847137542969,"score_spread":0.1297752525894703,"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."}}