{"id":"W2011302801","doi":"10.1002/ibd.21386","title":"Real-time tool to display the predicted disease course and treatment response for children with Crohnʼs disease","year":2010,"lang":"en","type":"article","venue":"Inflammatory Bowel Diseases","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":74,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; Dalhousie University; Children's Hospital of Eastern Ontario","funders":"National Institutes of Health; Crohn's and Colitis Foundation; Abbott Laboratories; National Institute of Diabetes and Digestive and Kidney Diseases; Crohn's and Colitis Foundation of America","keywords":"Medicine; Disease; Concordance; Complication; Quartile; Hazard ratio; Proportional hazards model; Crohn's disease; Multivariate analysis; Inflammatory bowel disease; Internal medicine; Intensive care medicine; Confidence interval","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":[0.003117499,0.0007318635,0.0004820886,0.001987105,0.0001569677,0.001068842,0.0004871299,0.0005535123,0.008430985],"category_scores_gemma":[0.01721195,0.0002490508,0.0008002224,0.00078678,0.000189642,0.0006249496,0.0005988157,0.0006473502,0.0009510253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006310107,"about_ca_system_score_gemma":0.0006005421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002662604,"about_ca_topic_score_gemma":0.001773555,"domain_scores_codex":[0.9987481,0.0007783432,0.0001009983,0.0001282753,0.0002005793,0.00004375545],"domain_scores_gemma":[0.9778631,0.01860515,0.001999154,0.0005457391,0.0007066834,0.0002802235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002756837,0.0008204901,0.3932765,0.0004763392,0.0005233479,0.0006973578,0.000881268,0.3543558,0.002704146,0.006109557,0.02006147,0.217337],"study_design_scores_gemma":[0.0001665734,0.0007928493,0.0444748,0.00009567442,0.0001184973,0.000409082,0.0001990878,0.9410118,0.002571616,0.00337895,0.006700006,0.00008113621],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5242704,0.0005919339,0.425014,0.001916032,0.0001772512,0.0004495607,0.01633901,0.02330238,0.007939347],"genre_scores_gemma":[0.9039748,0.0001672435,0.09139974,0.0001210293,0.00003122772,0.0003149561,0.002883682,0.0002462076,0.000860999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008430985,"threshold_uncertainty_score":0.02820444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003797395958997236,"score_gpt":0.227891012750565,"score_spread":0.2240936167915678,"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."}}