{"id":"W6957917759","doi":"10.6084/m9.figshare.11769423","title":"Additional file 12 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":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Esophageal adenocarcinoma; Reflux; Disease; Systematic review; Adenocarcinoma; Esophageal cancer; Esophageal disease; Esophagus","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":[0.00383344,0.001663354,0.003253484,0.00644677,0.0007981612,0.002584674,0.002017892,0.001998476,0.8378002],"category_scores_gemma":[0.06399767,0.001188603,0.003199763,0.0120179,0.0003943261,0.003862703,0.001967464,0.001102209,0.06073523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002589684,"about_ca_system_score_gemma":0.004713586,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01244793,"about_ca_topic_score_gemma":0.02705146,"domain_scores_codex":[0.9974989,0.0004803008,0.0009589426,0.000373342,0.0004684164,0.0002201514],"domain_scores_gemma":[0.9410865,0.04440258,0.006440748,0.001205724,0.006121687,0.000742771],"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":[0.001112506,0.00009259045,0.001965422,0.2969361,0.0008047686,0.0001096529,0.0001843451,0.0005447181,0.0002524186,0.002225113,0.6823261,0.01344633],"study_design_scores_gemma":[0.04163712,0.0007208146,0.03850902,0.1509931,0.005022964,0.0005664831,0.0008127569,0.00151976,0.0008609187,0.0154137,0.7435374,0.0004059015],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001471685,0.0002409457,0.0001205563,0.0002516012,0.00003130668,0.0004522735,0.9975163,0.0001245249,0.001115253],"genre_scores_gemma":[0.01191823,0.003016473,0.008454439,0.002707761,0.0003003978,0.03061097,0.9176115,0.0008407688,0.02453941],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.987552,"threshold_uncertainty_score":0.2313583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06414811274377658,"score_gpt":0.3353683925666032,"score_spread":0.2712202798228266,"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."}}