{"id":"W3173552928","doi":"10.1111/codi.15777","title":"Colonic disease recurrence following proctectomy with end colostomy for anorectal Crohn’s disease","year":2021,"lang":"en","type":"article","venue":"Colorectal Disease","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Colostomy; Crohn's disease; Surgery; Proctocolectomy; Colectomy; Ileostomy; Anal stenosis; Retrospective cohort study; Internal medicine; Refractory (planetary science); Disease; Gastroenterology; Ulcerative colitis; Hemorrhoids","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001749371,0.0005800147,0.0003424879,0.00008736437,0.0004566452,0.000165056,0.000434955,0.0001288821,0.0001422887],"category_scores_gemma":[0.001318742,0.0005782592,0.0005970555,0.0003085457,0.0003004725,0.00004158109,0.0002853273,0.0001705043,0.00003990623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001250126,"about_ca_system_score_gemma":0.003822723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002448978,"about_ca_topic_score_gemma":0.00007230284,"domain_scores_codex":[0.996638,0.0002050288,0.0003978492,0.001383383,0.0004827074,0.0008930244],"domain_scores_gemma":[0.9962602,0.0000698291,0.0001686513,0.0008454719,0.0004488856,0.00220701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1337903,0.004201408,0.7578372,0.002938489,0.001370136,0.0408936,0.0002484008,0.0008701865,0.04027096,0.001566801,0.01218047,0.003832076],"study_design_scores_gemma":[0.003917823,0.0003199009,0.9756858,0.0002000339,0.0007037852,0.00001119241,0.00005654792,0.0006222465,0.002905061,0.0003793518,0.0140337,0.001164602],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921631,0.002386394,0.0004674102,0.0002781612,0.0004764416,0.002162126,0.001678418,0.0001201388,0.0002677929],"genre_scores_gemma":[0.9925431,0.00004790634,0.000454003,0.0005707367,0.0003893465,0.002335746,0.002323203,0.0001252604,0.001210708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2178486,"threshold_uncertainty_score":0.9996669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006619966601741429,"score_gpt":0.237580407434245,"score_spread":0.2309604408325036,"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."}}