{"id":"W6959722389","doi":"10.11575/prism/33785","title":"Postoperative complications following colectomy for ulcerative colitis: A validation study","year":2012,"lang":"en","type":"other","venue":"PRISM (University of Calgary)","topic":"Genetic diversity and population structure","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Alberta Heritage Foundation for Medical Research; Fondation pour la Recherche Médicale; American Gastroenterological Association","keywords":"Colectomy; Complication; MEDLINE; Resection; Ulcerative colitis","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002112848,0.0004950162,0.0004997813,0.0009454402,0.0006565768,0.0006382746,0.0006763664,0.0006940998,0.002366205],"category_scores_gemma":[0.00526559,0.0004072832,0.0007982771,0.0009654233,0.0005609032,0.0005484212,0.000737385,0.000577456,0.0006621807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004870241,"about_ca_system_score_gemma":0.0007156965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003131403,"about_ca_topic_score_gemma":0.002478639,"domain_scores_codex":[0.998826,0.000454353,0.0001906593,0.0001818165,0.0002016766,0.0001455388],"domain_scores_gemma":[0.9950165,0.001503046,0.001621248,0.0006683512,0.0006524285,0.0005384889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00171903,0.0006158709,0.9929224,0.00008118979,0.0001153183,0.0002373812,0.0002951931,0.00004133412,0.0002502713,0.00002131553,0.0002234595,0.003477137],"study_design_scores_gemma":[0.00007763361,0.001300059,0.9974508,0.00001782422,0.00006626469,0.0003659154,0.000256784,0.00005978597,0.00006228306,0.00001135648,0.0003243866,0.000006930291],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986682,0.0001661724,0.0001060466,0.000008362405,0.000006586929,0.0001071901,0.000508433,0.000002020642,0.0004269973],"genre_scores_gemma":[0.9965014,0.0002693136,0.0002898777,0.00003267263,0.00002114148,0.0001707656,0.002137702,0.000006194251,0.0005707644],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003131403,"threshold_uncertainty_score":0.01117396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01462366448840284,"score_gpt":0.2422207333248774,"score_spread":0.2275970688364745,"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."}}