{"id":"W3008284277","doi":"10.1093/jcag/gwz047.065","title":"A66 GEOGRAPHIC VARIATION AND INCREASED INVOLVEMENT OF INTERVENTIONAL RADIOLOGISTS IN THE MANAGEMENT OF REFRACTORY ASCITES: A POPULATION BASED STUDY","year":2020,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Ascites; Incidence (geometry); Population; Internal medicine; Cirrhosis; Poisson regression; Cohort; Emergency medicine; 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":[0.0005806069,0.0002662377,0.0002801658,0.001112181,0.001007945,0.000929555,0.0007522528,0.0004450504,0.00248324],"category_scores_gemma":[0.002456878,0.0003554473,0.0005785884,0.00299288,0.0006326429,0.0004677891,0.0006234055,0.000424836,0.0002490159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003646035,"about_ca_system_score_gemma":0.003836709,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.62005,"about_ca_topic_score_gemma":0.6585214,"domain_scores_codex":[0.9990545,0.0001211208,0.00009450354,0.0002511766,0.0002468838,0.0002317914],"domain_scores_gemma":[0.997747,0.0001865301,0.001072718,0.0001581878,0.0004722414,0.0003632775],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001024704,0.000006720295,0.9993242,0.000005654676,0.00002352352,0.00003510089,0.0001490938,0.00001165439,0.0000434172,0.00001097424,0.0001116094,0.0002677471],"study_design_scores_gemma":[0.000001632596,0.000009658087,0.9993777,0.000004995434,0.00001161508,0.00006618775,0.0003086645,0.00005304689,0.000007623101,0.00000638584,0.0001502465,0.000002169097],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971454,0.0002468523,0.00009096209,0.000129345,0.0000060288,0.00002120766,0.001201,0.000005261167,0.001153977],"genre_scores_gemma":[0.9993843,0.00009064132,0.00004577967,0.00003080336,0.000005690429,0.000008757841,0.0003110596,0.000002230045,0.0001207096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.62005,"threshold_uncertainty_score":0.7643753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01450962923724306,"score_gpt":0.2403173682057216,"score_spread":0.2258077389684786,"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."}}