{"id":"W6958124126","doi":"10.6084/m9.figshare.11769432.v1","title":"Additional file 14 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":"Particle Accelerators and Free-Electron Lasers","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Esophageal adenocarcinoma; Reflux; Disease; Adenocarcinoma; Systematic review; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006668952,0.0002100192,0.0006379003,0.00006560446,0.00008602141,0.00001538012,0.0001024189,0.00003059033,0.006000978],"category_scores_gemma":[0.0004431581,0.0001354951,0.0000444257,0.0002546555,0.0000253803,0.0001325442,0.00002697231,0.0001109768,0.000001274491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001478666,"about_ca_system_score_gemma":0.0002719408,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005262804,"about_ca_topic_score_gemma":0.02726871,"domain_scores_codex":[0.9987327,0.00008037256,0.0005734143,0.0002062654,0.0001719237,0.0002352782],"domain_scores_gemma":[0.9989058,0.0001394262,0.0003659118,0.0001830378,0.0001157338,0.0002900231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001891413,0.0001923111,0.1939366,0.2351338,0.0008044438,0.000009937849,0.008805839,0.006784614,0.000006001329,0.00004628507,0.547622,0.004766857],"study_design_scores_gemma":[0.007095948,0.006595547,0.8015361,0.1642803,0.0004164168,0.000004482616,0.0002205002,0.01311283,0.000208591,0.000006961062,0.005781293,0.0007409764],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.01489152,0.02427872,0.00001744065,0.00002532074,0.000005245282,0.005323283,0.9554404,0.0000121803,0.000005894613],"genre_scores_gemma":[0.968414,0.00003616995,0.0006965483,0.0001542684,0.00002395655,0.001481538,0.02915372,0.00003284477,0.000006940352],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.9535225,"threshold_uncertainty_score":0.9949077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03761913793514716,"score_gpt":0.275747203392834,"score_spread":0.2381280654576868,"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."}}