{"id":"W3094390958","doi":"10.14309/01.ajg.0000707492.40376.bf","title":"S1361 Healthcare Resource Use and Associated Costs in the Three Years Following the Initial Diagnosis of Diabetic or Idiopathic Gastroparesis: A Retrospective Claims Analysis","year":2020,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Cardiovascular Syncope and Autonomic Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Group for Research in Decision Analysis","funders":"","keywords":"Medicine; Gastroparesis; Comorbidity; Charlson comorbidity index; Propensity score matching; Internal medicine; Diabetes mellitus; Disease; Gastric emptying","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":[0.001653534,0.0003461675,0.000556721,0.002663444,0.000517787,0.001143854,0.0007425525,0.0005110852,0.002610105],"category_scores_gemma":[0.0053604,0.0004484868,0.001716762,0.004854622,0.000318241,0.0006281132,0.0009950281,0.0007917183,0.0004723902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001062395,"about_ca_system_score_gemma":0.001061016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02364638,"about_ca_topic_score_gemma":0.01434754,"domain_scores_codex":[0.9983753,0.0003275023,0.0004275723,0.0003102465,0.0003841273,0.0001750785],"domain_scores_gemma":[0.9945432,0.0007880214,0.003606757,0.0003469772,0.0004090034,0.0003060126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001467179,0.00005055666,0.9977853,0.00005556032,0.0002368812,0.00004751012,0.00004075461,0.0001720715,0.00003041074,0.00005723872,0.0005349789,0.0008418889],"study_design_scores_gemma":[0.00002442883,0.0001019995,0.9971058,0.00007343058,0.0001437946,0.000261961,0.0001583756,0.001247198,0.00003950127,0.00006100604,0.0007712791,0.00001125856],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9699354,0.000741513,0.0003047042,0.0001531427,0.00001579052,0.0001102312,0.02765573,0.00001192632,0.001071611],"genre_scores_gemma":[0.9807929,0.0003670158,0.0003218546,0.0001071348,0.00003005907,0.0001166345,0.01800821,0.000005927603,0.0002502038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02364638,"threshold_uncertainty_score":0.04701751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02320655824050534,"score_gpt":0.2723077619430532,"score_spread":0.2491012037025478,"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."}}