{"id":"W4390841360","doi":"10.1007/s10620-023-08220-9","title":"IBD-PODCAST Spain: A Close Look at Current Daily Clinical Practice in IBD Management","year":2024,"lang":"en","type":"article","venue":"Digestive Diseases and Sciences","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universidad de Zaragoza; McMaster University; AbbVie","keywords":"Medicine; Ulcerative colitis; Quality of life (healthcare); Inflammatory bowel disease; Internal medicine; Cohort; Disease; STRIDE; Crohn's disease; Hepatology; Population; Work productivity; Disease burden; Physical therapy; Intensive care medicine; Productivity; Environmental health; Physical medicine and rehabilitation","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006029543,0.000661828,0.001011155,0.003945523,0.0007943397,0.005235841,0.001244041,0.002779396,0.02633574],"category_scores_gemma":[0.01211098,0.0004286038,0.0007410485,0.004968717,0.0006401449,0.002839352,0.00320021,0.002125366,0.00831369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003252969,"about_ca_system_score_gemma":0.00508095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007975821,"about_ca_topic_score_gemma":0.006786418,"domain_scores_codex":[0.9967373,0.00130458,0.0004919772,0.0002166271,0.0009378318,0.0003116555],"domain_scores_gemma":[0.9842599,0.002529001,0.00233786,0.0006632728,0.004966957,0.005243036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002337002,0.00008789805,0.01506878,0.001992248,0.00003737096,0.000414171,0.0005107639,0.0001348151,0.0002764676,0.0009583032,0.6728436,0.3074419],"study_design_scores_gemma":[0.00008365635,0.00006890656,0.03983513,0.003948983,0.0000187202,0.0006721223,0.00143802,0.0001329088,0.00006273338,0.0004587806,0.9532461,0.00003397801],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02148669,0.5054972,0.002857129,0.3435641,0.03227859,0.0002888095,0.01096375,0.002254393,0.08080941],"genre_scores_gemma":[0.1670621,0.5777873,0.02068072,0.08753149,0.05515451,0.0008519302,0.02158269,0.001721336,0.06762778],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02633574,"threshold_uncertainty_score":0.08810186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01857667125701464,"score_gpt":0.3417642171153978,"score_spread":0.3231875458583832,"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."}}