{"id":"W6939479034","doi":"10.6084/m9.figshare.11769468","title":"Additional file 3 of Screening for esophageal adenocarcinoma and precancerous conditions (dysplasia and Barrett’s esophagus) in patients with chronic gastroesophageal reflux disease with or without other risk factors: two systematic reviews and one overview of reviews to inform a guideline of the Canadian Task Force on Preventive Health Care (CTFPHC)","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Perovskite Materials and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Esophageal adenocarcinoma; Reflux; Disease; Adenocarcinoma; Systematic review; Precancerous condition; Esophageal 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005683371,0.00148072,0.002693021,0.004476569,0.0009991803,0.002153651,0.001766326,0.001978915,0.8468342],"category_scores_gemma":[0.06644278,0.001276084,0.002921385,0.007081684,0.0004213674,0.003310687,0.001749205,0.001217552,0.06505213],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002616206,"about_ca_system_score_gemma":0.0061141,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009970231,"about_ca_topic_score_gemma":0.0240975,"domain_scores_codex":[0.9970908,0.0006320205,0.001148731,0.0003846318,0.0004914175,0.0002524587],"domain_scores_gemma":[0.9394246,0.04611555,0.0056669,0.001732206,0.006321455,0.0007391739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00198193,0.0001519246,0.001644614,0.2287265,0.0006508779,0.00009794274,0.0002367335,0.0005526363,0.0003157272,0.002368122,0.7466585,0.01661448],"study_design_scores_gemma":[0.06171086,0.0009833436,0.03209111,0.1008578,0.003783357,0.0004368876,0.000916428,0.001916802,0.001293916,0.0139999,0.7816265,0.000383203],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002137864,0.0001451948,0.0002490404,0.0003099,0.00005045429,0.002308219,0.9951575,0.0001909528,0.001374941],"genre_scores_gemma":[0.01483084,0.001864638,0.01430647,0.003928619,0.0003583023,0.1583265,0.760357,0.001091516,0.0449362],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.9973838,"threshold_uncertainty_score":0.2184724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0370580960610566,"score_gpt":0.2770904675736003,"score_spread":0.2400323715125437,"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."}}