{"id":"W2979540309","doi":"10.14309/01.ajg.0000592932.56386.cf","title":"849 Risk of Reoccurrence of Perianal Fistulas in Patients With Crohn’s Disease in the United States: A Retrospective Claims Database Study","year":2019,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Anorectal Disease Treatments and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Group for Research in Decision Analysis","funders":"","keywords":"Medicine; Retrospective cohort study; Cohort; Crohn's disease; Internal medicine; Disease; Cohort study; Surgery; Database","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":[0.00166524,0.0002355298,0.0004778917,0.001642414,0.000440844,0.001133702,0.0004632171,0.0005027676,0.001032559],"category_scores_gemma":[0.005291552,0.0004480588,0.0009002721,0.002608888,0.0002270745,0.0007079105,0.0006381415,0.0006987459,0.0002031858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004684975,"about_ca_system_score_gemma":0.0004748108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006846543,"about_ca_topic_score_gemma":0.0058601,"domain_scores_codex":[0.9985274,0.000357495,0.0003618139,0.0003361474,0.0002793599,0.0001376943],"domain_scores_gemma":[0.9929137,0.001175679,0.004462824,0.0005623651,0.0005008537,0.0003846448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003745527,0.00001421951,0.9994325,0.000008822933,0.00005609452,0.0000284758,0.00002329473,0.00001820407,0.00001843468,0.000007685671,0.00005332481,0.0003012894],"study_design_scores_gemma":[0.000007138697,0.00004766519,0.998844,0.00001989914,0.00005596352,0.0003217455,0.0001218194,0.0003216227,0.00002766021,0.00001421012,0.0002134174,0.000004941597],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967603,0.0006009418,0.000140003,0.00006370297,0.000007438031,0.0000190527,0.002032608,0.000005364167,0.0003706111],"genre_scores_gemma":[0.9980437,0.0002296931,0.0001262443,0.0000390207,0.00001276331,0.00002103372,0.001467818,0.000002114559,0.00005769714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006846543,"threshold_uncertainty_score":0.0136134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006093984861546737,"score_gpt":0.2543224413846084,"score_spread":0.2482284565230617,"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."}}