{"id":"W4386790030","doi":"10.3389/fonc.2023.1241572","title":"Risk factors for metachronous esophageal squamous cell carcinoma after endoscopic or surgical resection of esophageal carcinoma: a systematic review and meta-analysis","year":2023,"lang":"en","type":"review","venue":"Frontiers in Oncology","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Incidence (geometry); Funnel plot; Cochrane Library; Carcinoma; Meta-analysis; Esophagus; Internal medicine; Oncology; Esophageal cancer; Cancer; Publication bias; Surgery","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":[0.009938337,0.002274239,0.01568007,0.006955422,0.0006605595,0.003029933,0.002045592,0.002141511,0.002985052],"category_scores_gemma":[0.02369926,0.001260039,0.03056252,0.007877362,0.0006083762,0.001617567,0.001317665,0.001385286,0.0002471056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00203169,"about_ca_system_score_gemma":0.003891215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006775034,"about_ca_topic_score_gemma":0.01598585,"domain_scores_codex":[0.9939287,0.002236573,0.002053709,0.0007796931,0.0007573646,0.0002440115],"domain_scores_gemma":[0.9846763,0.01065691,0.002646989,0.0004734586,0.001327649,0.0002187283],"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":[0.001220409,0.00002701739,0.008007179,0.4964409,0.482109,0.0002211813,0.0001167897,0.000480055,0.0002372481,0.0001192127,0.0005904752,0.01043051],"study_design_scores_gemma":[0.0002162238,0.0001441457,0.005392914,0.03083725,0.9614395,0.0001505245,0.00005533063,0.0001544803,0.00009021797,0.0001118763,0.001383925,0.00002360775],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004433755,0.9943268,0.000284268,0.0001185072,0.0000847382,0.000173347,0.0003992865,0.00001391943,0.0001654603],"genre_scores_gemma":[0.1458194,0.84976,0.001447087,0.0006217216,0.0002226002,0.0009018737,0.0009166525,0.00001985875,0.0002907056],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01568007,"threshold_uncertainty_score":0.05255961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07836357933909438,"score_gpt":0.387782464825899,"score_spread":0.3094188854868046,"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."}}