{"id":"W4390016115","doi":"10.1111/apt.17836","title":"Burden of perianal disease in Crohn's disease: Accelerating medical therapy and high rates of perianal surgery over the last four decades – Results from a population‐based study over four decades","year":2023,"lang":"en","type":"article","venue":"Alimentary Pharmacology & Therapeutics","topic":"Anorectal Disease Treatments and Outcomes","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"Nemzeti Kutatási, Fejlesztési és Innovaciós Alap","keywords":"Medicine; Cohort; Fistulotomy; Surgery; Population; Cohort study; Perianal Abscess; Disease; Anal canal; Internal medicine; Anal fistula; Abscess; Rectum; Fistula","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":[0.001086583,0.0001574244,0.0003082655,0.0009072418,0.0002523729,0.0007470025,0.0003271508,0.0004430398,0.0007721437],"category_scores_gemma":[0.001901633,0.0002071978,0.0004864309,0.001631569,0.0002897288,0.0006167702,0.0004123136,0.000359468,0.0001910719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003042331,"about_ca_system_score_gemma":0.0003360006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00615368,"about_ca_topic_score_gemma":0.006147332,"domain_scores_codex":[0.9994261,0.0001472662,0.00008683047,0.0001445312,0.0001187313,0.00007651998],"domain_scores_gemma":[0.9977815,0.0002287318,0.001411758,0.0001749221,0.0002463309,0.000156868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003174811,0.000007265591,0.9987518,0.000009228695,0.00004256689,0.00002331254,0.00005113837,0.00001607067,0.00004870089,0.000005387642,0.00003703153,0.0009757761],"study_design_scores_gemma":[0.000001327236,0.00001702275,0.9996618,0.000005957721,0.00001721983,0.00009045964,0.00007301749,0.00002372761,0.00001153477,0.000004136979,0.00009266234,0.000001135585],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975767,0.00143768,0.00007405876,0.00006742142,0.000007687453,0.000005293591,0.0004634878,0.000003075305,0.0003646429],"genre_scores_gemma":[0.9985119,0.0007679799,0.00008366557,0.00003341822,0.00002084333,0.000005012275,0.0004895491,0.000001678057,0.00008597929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00615368,"threshold_uncertainty_score":0.0122357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08462219133237066,"score_gpt":0.3725962972605792,"score_spread":0.2879741059282085,"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."}}