{"id":"W7074052655","doi":"","title":"Comparative quantitative survey of patient experience in Barrett’s oesophagus and other Gastrointestinal disorders","year":2019,"lang":"en","type":"article","venue":"Research Explorer (The University of Manchester)","topic":"Gestational Trophoblastic Disease Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"LMC Diabetes & Endocrinology (Canada)","funders":"","keywords":"Worry; Heartburn; Anxiety; Cancer; Depression (economics); Quality of life (healthcare); Disease; Regurgitation (circulation)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002532741,0.0001780849,0.0003553481,0.001276725,0.0002497842,0.0004180882,0.0002769407,0.0004658789,0.002161114],"category_scores_gemma":[0.007672527,0.0001494104,0.0004895512,0.00127714,0.0003380266,0.0006675164,0.0007381373,0.0003522247,0.0004263186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003545188,"about_ca_system_score_gemma":0.0002171277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001079132,"about_ca_topic_score_gemma":0.001321347,"domain_scores_codex":[0.9973043,0.001330398,0.0004091314,0.0002567644,0.0005026464,0.0001967557],"domain_scores_gemma":[0.9934672,0.001347015,0.003406532,0.0002219983,0.0009564668,0.0006009272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002661016,0.0001371668,0.9951651,0.00007026314,0.00009352266,0.00004707421,0.0005521096,0.0000600434,0.0002633367,0.00001858676,0.0002932001,0.003033574],"study_design_scores_gemma":[0.00001223236,0.00047237,0.9983236,0.000009289539,0.00001060874,0.0001216675,0.0006194033,0.00007903084,0.00004223009,0.000008453818,0.0002940805,0.000006890586],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977071,0.0001258683,0.0001529284,0.00004851522,0.000006016076,0.00006060466,0.001329636,0.000004060034,0.0005651392],"genre_scores_gemma":[0.9983867,0.00005991282,0.0002316599,0.00004060826,0.000008561494,0.00008762715,0.001007369,0.000001644901,0.0001757528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002532741,"threshold_uncertainty_score":0.01339453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1402481319083388,"score_gpt":0.3591129955942013,"score_spread":0.2188648636858625,"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."}}