{"id":"W6939198984","doi":"10.6084/m9.figshare.11769444.v1","title":"Additional file 17 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; MEDLINE","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":[0.003109929,0.001486595,0.003000346,0.005999579,0.0007366763,0.002031985,0.001629604,0.001633641,0.8306929],"category_scores_gemma":[0.05073112,0.000920222,0.002655185,0.01135274,0.0003218616,0.003391533,0.001591485,0.0009398453,0.05713692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002403142,"about_ca_system_score_gemma":0.004296749,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01121062,"about_ca_topic_score_gemma":0.02736329,"domain_scores_codex":[0.9979412,0.0003803376,0.0007827175,0.0003215693,0.0003867335,0.0001874406],"domain_scores_gemma":[0.9484277,0.0383982,0.00616757,0.0008772036,0.00547152,0.000657755],"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":[0.001040506,0.00008334229,0.002247557,0.2720705,0.0006822749,0.0001230017,0.0001639603,0.0004275296,0.0002909978,0.001798056,0.7075571,0.01351509],"study_design_scores_gemma":[0.03340459,0.0006934479,0.04742631,0.1494622,0.004373597,0.0006654322,0.0008115416,0.001399019,0.0009585569,0.0119241,0.7485493,0.0003318372],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.000158794,0.0002567211,0.0001010209,0.0002223436,0.00003281978,0.0003717304,0.9977642,0.0001048128,0.0009875435],"genre_scores_gemma":[0.01196637,0.003157519,0.006763384,0.002467368,0.0003565163,0.02566305,0.9241807,0.0006494647,0.0247956],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9887894,"threshold_uncertainty_score":0.241496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06205683262426806,"score_gpt":0.3372543617947281,"score_spread":0.27519752917046,"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."}}