{"id":"W2791599977","doi":"10.1111/ecc.12227","title":"The diagnostic value of symptoms of possible oesophagogastric cancers: a systematic review and meta-analysis","year":2014,"lang":"en","type":"review","venue":"Open Research Exeter (University of Exeter)","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Meta-analysis; Value (mathematics); Systematic review; MEDLINE; Intensive care medicine; Oncology; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.004379443,0.0003582705,0.008609469,0.001033829,0.0002014791,0.00006335707,0.001862826,0.0001354745,0.0004544594],"category_scores_gemma":[0.0007491147,0.0002310731,0.002328443,0.002657897,0.0005236752,0.0001769624,0.001537825,0.000415099,0.00001346243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002112144,"about_ca_system_score_gemma":0.0004448527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001977,"about_ca_topic_score_gemma":0.0001620895,"domain_scores_codex":[0.9954845,0.001451836,0.0009515002,0.0005571579,0.001118405,0.0004365952],"domain_scores_gemma":[0.9931466,0.003241629,0.001298365,0.001566735,0.0005482927,0.0001983609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00003200333,0.00005680471,0.0000639516,0.8779759,0.1114198,0.00003393397,0.0001199733,8.180549e-7,7.878652e-8,0.0003083839,0.001563346,0.008424961],"study_design_scores_gemma":[0.0006008138,0.0006584204,0.000138588,0.06207209,0.9087462,0.00001267669,0.0003146013,0.0000192921,3.655101e-7,0.00002795573,0.02719797,0.0002110403],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001880617,0.9920323,0.00006121925,0.0002787001,0.00002030738,0.006191386,0.0001075935,0.000006027634,0.001283697],"genre_scores_gemma":[0.0005496563,0.9915608,0.0002583005,0.00003464173,0.00001080473,0.00005157911,0.00003821044,0.00002470472,0.007471374],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8159038,"threshold_uncertainty_score":0.9422889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1566997601271846,"score_gpt":0.4106455713079138,"score_spread":0.2539458111807292,"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."}}