{"id":"W3200200641","doi":"10.1093/dote/doab052.714","title":"714 UTILITY, TECHNIQUES, AND OUTCOMES FOR THORACIC DRAINAGE AFTER OESOPHAGECTOMY: A SYSTEMATIC REVIEW","year":2021,"lang":"en","type":"review","venue":"Diseases of the Esophagus","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Drainage; Surgery; Jadad scale; Cochrane Library; General surgery; Randomized controlled trial","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":[0.006638845,0.001387918,0.009102336,0.01053321,0.0007269263,0.003000668,0.001661518,0.001687819,0.005967014],"category_scores_gemma":[0.03606542,0.0009363452,0.01102619,0.01205678,0.001011607,0.002207397,0.001474314,0.001070135,0.0003594165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003883558,"about_ca_system_score_gemma":0.00969201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008233006,"about_ca_topic_score_gemma":0.02077885,"domain_scores_codex":[0.9928758,0.002025244,0.003102265,0.0005461253,0.00122509,0.0002254796],"domain_scores_gemma":[0.9716652,0.02005572,0.005628303,0.0003696695,0.002046731,0.0002344554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002889507,0.00002165124,0.001736285,0.9679052,0.0131688,0.00007520037,0.0001378642,0.0000634229,0.00007858146,0.00009786272,0.0006231866,0.01580284],"study_design_scores_gemma":[0.0004614756,0.0003126168,0.01062692,0.8327157,0.1467939,0.0004141194,0.0003719497,0.0001226819,0.0001618897,0.0002155368,0.00775446,0.00004885376],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002802051,0.9955902,0.0001087143,0.0001705354,0.00006077591,0.0004242017,0.0005659686,0.000008158378,0.0002693759],"genre_scores_gemma":[0.04487371,0.9522725,0.0005644882,0.0004731189,0.0000855835,0.001096576,0.0004546979,0.000009729114,0.0001695161],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01053321,"threshold_uncertainty_score":0.03510994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02429408494632406,"score_gpt":0.3813904518190229,"score_spread":0.3570963668726989,"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."}}