{"id":"W4293426416","doi":"10.3390/jcm11175025","title":"A Comparison of Different Types of Esophageal Reconstructions: A Systematic Review and Network Meta-Analysis","year":2022,"lang":"en","type":"review","venue":"Journal of Clinical Medicine","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Esophagectomy; Anastomosis; Meta-analysis; Esophageal cancer; Surgery; Internal medicine; Cancer","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":[0.01152625,0.002373702,0.01420183,0.007022248,0.000702703,0.002898193,0.001860671,0.001968693,0.003807875],"category_scores_gemma":[0.02667523,0.001131376,0.03320245,0.008099019,0.0006022694,0.001894967,0.001285834,0.001506453,0.0002389884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002003116,"about_ca_system_score_gemma":0.00275211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005351169,"about_ca_topic_score_gemma":0.01044437,"domain_scores_codex":[0.9906824,0.004195491,0.002581649,0.001196181,0.001025203,0.0003190851],"domain_scores_gemma":[0.9816897,0.01367491,0.002664451,0.0004750299,0.001276387,0.0002194798],"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":[0.002403259,0.00003828704,0.01210117,0.2811177,0.6913497,0.0001783068,0.00008936001,0.0007102405,0.0001967998,0.0001634133,0.0006571107,0.01099463],"study_design_scores_gemma":[0.0004736209,0.0001529737,0.006044353,0.01672869,0.9746709,0.0001148845,0.00004541068,0.0002631742,0.00007858439,0.0002003898,0.001206416,0.00002052269],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008965636,0.9884753,0.0007707842,0.0002570292,0.0001311449,0.0002574332,0.0008354179,0.00001938247,0.0002877742],"genre_scores_gemma":[0.2846807,0.707355,0.003364312,0.001004242,0.0003208676,0.001435617,0.001473188,0.00003635242,0.0003297274],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01420183,"threshold_uncertainty_score":0.06095737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4347380630809116,"score_gpt":0.569622586295521,"score_spread":0.1348845232146094,"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."}}