{"id":"W4397043857","doi":"10.1681/asn.20233411s1258b","title":"Kidney Disease Outcomes in Patients with Inflammatory Bowel Disease","year":2023,"lang":"en","type":"article","venue":"Journal of the American Society of Nephrology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Inflammatory bowel disease; Kidney disease; Disease; Internal medicine; Gastroenterology; Nephrology","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":[0.0007754173,0.0002141924,0.0005204012,0.000871942,0.0005770958,0.000716657,0.0002780628,0.0003241171,0.001596277],"category_scores_gemma":[0.002778833,0.0001043909,0.0003055409,0.001573261,0.0002781368,0.0006687527,0.0005996852,0.0005371223,0.0001583824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003361555,"about_ca_system_score_gemma":0.0004058753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001408714,"about_ca_topic_score_gemma":0.001464937,"domain_scores_codex":[0.9993349,0.0001662599,0.0001063348,0.000125768,0.0001367315,0.0001299615],"domain_scores_gemma":[0.9975712,0.0003141714,0.00140032,0.00006349666,0.000205802,0.0004450125],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000869162,0.0000234151,0.9985942,0.00002497518,0.00003384031,0.000108952,0.00003490107,0.00003166637,0.00005132313,0.00001336412,0.00007164746,0.0009247088],"study_design_scores_gemma":[0.000009387978,0.0001298177,0.9985046,0.00001766601,0.00004154224,0.0007953806,0.0001085149,0.00007515917,0.0000340139,0.00004689394,0.0002333586,0.000003644409],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964423,0.001765078,0.000096246,0.0001450567,0.00001279366,0.00001362351,0.0005725412,0.000005608941,0.0009468072],"genre_scores_gemma":[0.9991357,0.0002750833,0.0000656356,0.00003379733,0.00002923761,0.000008339141,0.0004111725,0.00000104503,0.00004012243],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001596277,"threshold_uncertainty_score":0.00534004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004736656602126356,"score_gpt":0.2276252935850763,"score_spread":0.2228886369829499,"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."}}