{"id":"W3007874721","doi":"10.1093/jcag/gwz047.004","title":"A5 ADMISSION AND RE-ADMISSION FOR UPPER GASTROINTESTINAL BLEEDING ARE MORE COMMON IN REGIONS UNDERREPRESENTED BY GASTROENTEROLOGISTS: A POPULATION BASED COHORT STUDY","year":2020,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Gastrointestinal Bleeding Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Calgary","funders":"","keywords":"Medicine; Upper gastrointestinal bleeding; Incidence (geometry); Emergency department; Confidence interval; Population; Emergency medicine; Internal medicine; Endoscopy; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005803663,0.000453747,0.0003996306,0.001176595,0.00137575,0.001518102,0.001100013,0.0005872924,0.002754888],"category_scores_gemma":[0.001388898,0.0004642734,0.0008058816,0.002285225,0.0005611558,0.0005842505,0.000849043,0.001068379,0.0003430983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002893942,"about_ca_system_score_gemma":0.0025199,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4695698,"about_ca_topic_score_gemma":0.5566207,"domain_scores_codex":[0.9991739,0.00009550235,0.00005137624,0.0002056157,0.0002062833,0.0002672329],"domain_scores_gemma":[0.9989882,0.00005143708,0.0003797545,0.00007078051,0.0001921062,0.0003176585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003593453,0.00002697256,0.9990731,0.000003962984,0.00004883164,0.0000440653,0.0001558069,0.00001697217,0.00005733337,0.00001538465,0.000177688,0.0003438526],"study_design_scores_gemma":[0.000003819973,0.00002267858,0.9992643,0.000005034653,0.00001656944,0.00006086758,0.0004179131,0.00007734826,0.000008085965,0.00001131382,0.0001091579,0.00000298777],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985313,0.0001328918,0.00004656102,0.00007003548,0.000006991406,0.00001519024,0.0008122689,0.000003864473,0.000380835],"genre_scores_gemma":[0.9988507,0.00008047189,0.00005427524,0.0000461111,0.000008423844,0.00001051869,0.0006609543,0.000002596079,0.0002858797],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5304302,"threshold_uncertainty_score":0.9336732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02513221574549868,"score_gpt":0.2838787454685047,"score_spread":0.258746529723006,"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."}}