{"id":"W2060525897","doi":"10.1097/01.mpg.0000256206.34956.34","title":"A Prospective Multicenter Study: Development and Validation of a Pediatric Ulcerative Colitis Activity Index","year":2006,"lang":"en","type":"article","venue":"Journal of Pediatric Gastroenterology and Nutrition","topic":"Delphi Technique in Research","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children","funders":"","keywords":"Medicine; Prospective cohort study; Logistic regression; Delphi method; Rank correlation; Ranking (information retrieval); Cohort; Weighting; Physical therapy; Internal medicine; Statistics; Machine learning","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":[0.02318392,0.0006315299,0.000695369,0.0009898391,0.000565412,0.0007839459,0.0005657881,0.0006136221,0.001311131],"category_scores_gemma":[0.02842083,0.0003708037,0.0006631665,0.001436875,0.0004675181,0.001008541,0.0008304525,0.0006950973,0.0004630505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004499901,"about_ca_system_score_gemma":0.001671235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009845851,"about_ca_topic_score_gemma":0.001060788,"domain_scores_codex":[0.988511,0.007758097,0.001181548,0.0009874277,0.00133275,0.0002291862],"domain_scores_gemma":[0.9819143,0.005634662,0.004675558,0.00196892,0.004573521,0.001233047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001534189,0.00052757,0.9855894,0.00009894684,0.0001658515,0.0001606637,0.0005866862,0.0001347313,0.0004891595,0.0001107154,0.000348402,0.01025371],"study_design_scores_gemma":[0.0007322086,0.008190355,0.9866519,0.00009901752,0.0001992246,0.0006766274,0.0005606229,0.0008699066,0.0003769792,0.0000668703,0.001562385,0.00001393778],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946737,0.0004837768,0.002063387,0.00009555907,0.00002434546,0.001277365,0.0005748935,0.00001445533,0.0007926682],"genre_scores_gemma":[0.9872857,0.0002996794,0.008354531,0.0001457784,0.00003739809,0.002459478,0.001245735,0.00001164237,0.0001600851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02318392,"threshold_uncertainty_score":0.1226098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03087861910050363,"score_gpt":0.3464914580703127,"score_spread":0.3156128389698091,"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."}}