{"id":"W2061775984","doi":"10.1007/s10350-006-0521-6","title":"Increased Experience and Surgical Technique Lead to Improved Outcome After Ileal Pouch-Anal Anastomosis: A Population-Based Study","year":2006,"lang":"en","type":"article","venue":"Diseases of the Colon & Rectum","topic":"Stoma care and complications","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; University of Toronto; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre; Mount Sinai Hospital","funders":"","keywords":"Medicine; Pouch; Anastomosis; Surgery; Colorectal surgery; Population; Abdominal surgery","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006797964,0.000139019,0.0002758539,0.00009898953,0.00009164651,0.00001604436,0.0001437395,0.00004442505,0.00004145141],"category_scores_gemma":[0.0001001021,0.000100864,0.0001443679,0.000321094,0.00005549094,0.00003097003,0.00007016232,0.00008010487,0.000002391687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007219693,"about_ca_system_score_gemma":0.0000801629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002107736,"about_ca_topic_score_gemma":0.0003002422,"domain_scores_codex":[0.9989426,0.00008337664,0.0002986597,0.000272887,0.000239152,0.0001633673],"domain_scores_gemma":[0.9990889,0.00009584405,0.00008677766,0.0004797989,0.0001172882,0.0001314085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007971131,0.0006026791,0.996252,0.00002658407,0.00001706154,0.00001518237,0.00007429112,0.00000538725,0.001807385,0.00002394033,0.00008969364,0.0002887036],"study_design_scores_gemma":[0.0008228619,0.0003595819,0.9967793,0.00003975423,0.0002078435,0.000008215081,0.0001703352,0.000133284,0.001227875,0.00004659179,0.00009244156,0.0001118686],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974559,0.0001417723,0.00007841941,0.0006554087,0.0000447212,0.001422187,0.00006143993,0.00006294982,0.00007721979],"genre_scores_gemma":[0.9981451,2.616548e-7,0.0001707223,0.0004097307,0.00005610519,0.00111035,0.0000196127,0.00001474137,0.00007339683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001807494,"threshold_uncertainty_score":0.4113114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0118400550606866,"score_gpt":0.2996476003323806,"score_spread":0.2878075452716941,"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."}}