{"id":"W4224038801","doi":"10.1097/dcr.0000000000002335","title":"Transabdominal IPAA Revision: Does Indication Dictate Outcome?","year":2022,"lang":"en","type":"article","venue":"Diseases of the Colon & Rectum","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Pouch; Interquartile range; Surgery; Retrospective cohort study; Ulcerative colitis; Pouchitis; Cohort; Fistula; Internal medicine; Disease","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":[0.002212167,0.0002491636,0.0005744376,0.0006510448,0.0003259696,0.0009830967,0.0003648526,0.0004600392,0.001871754],"category_scores_gemma":[0.008876271,0.0001502184,0.00060491,0.0008376445,0.0005604281,0.0009083053,0.0004640965,0.0007513092,0.0003117768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002258218,"about_ca_system_score_gemma":0.0003677639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004241649,"about_ca_topic_score_gemma":0.0008185527,"domain_scores_codex":[0.999063,0.0002566632,0.0001749089,0.000137648,0.000171835,0.0001959272],"domain_scores_gemma":[0.9899039,0.003647737,0.004520774,0.0004173873,0.0006016918,0.0009084365],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001126667,0.00001129439,0.9977311,0.00001776758,0.00002496579,0.0001162833,0.0000308705,0.00001968982,0.00004979075,0.00001544976,0.00005021717,0.001819792],"study_design_scores_gemma":[0.000007237271,0.0002067717,0.9966632,0.00007473365,0.00006284562,0.001981863,0.0003737819,0.0002646427,0.00006291578,0.000112118,0.0001821186,0.000007852882],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971527,0.001754053,0.0002334849,0.000188171,0.00002607198,0.000009399896,0.0001560829,0.000003900221,0.0004761957],"genre_scores_gemma":[0.999387,0.0003394383,0.00005687458,0.00002695704,0.00003770767,0.000004468334,0.0001169569,0.000001823736,0.00002876533],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002212167,"threshold_uncertainty_score":0.0116992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005663003437030554,"score_gpt":0.2388197828942431,"score_spread":0.2331567794572126,"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."}}