{"id":"W6977111085","doi":"10.6084/m9.figshare.11769462","title":"Additional file 2 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":"Education Practices and Challenges","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Esophageal adenocarcinoma; Reflux; Disease; Systematic review; Adenocarcinoma; Esophageal cancer; Precancerous condition; Esophageal disease","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":[0.006819868,0.001671315,0.003146941,0.007109275,0.001109717,0.002311853,0.00208042,0.00184456,0.7717496],"category_scores_gemma":[0.08081117,0.001328226,0.003870332,0.01020199,0.0005391301,0.003509635,0.001911132,0.00141744,0.03685055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003039676,"about_ca_system_score_gemma":0.008552838,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01406556,"about_ca_topic_score_gemma":0.03555534,"domain_scores_codex":[0.99637,0.0007973501,0.001493998,0.0005084532,0.0005770314,0.0002532513],"domain_scores_gemma":[0.9278634,0.05522802,0.007666887,0.00159141,0.006913633,0.0007365854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0008221289,0.00009018042,0.001738248,0.3283518,0.0006842116,0.00008888811,0.0002768707,0.0005153426,0.0001884293,0.002236827,0.6537831,0.01122406],"study_design_scores_gemma":[0.03354781,0.0005812705,0.03443921,0.2094382,0.004968134,0.0005364686,0.001192556,0.001677183,0.0008083719,0.01519084,0.6972202,0.0003996742],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002083155,0.0002449784,0.0002810727,0.0003494243,0.00004669728,0.002235095,0.9956333,0.0001343891,0.0008667147],"genre_scores_gemma":[0.01284041,0.00278278,0.01932728,0.003642269,0.0002781998,0.1962061,0.7411624,0.0008717828,0.02288882],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.9859344,"threshold_uncertainty_score":0.3255714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08946335724833021,"score_gpt":0.3156405680704051,"score_spread":0.2261772108220749,"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."}}