{"id":"W4230993335","doi":"10.1136/gut.2011.239301.452","title":"Clinical and genetic factors predict severe disease: a novel composite severity index","year":2011,"lang":"en","type":"article","venue":"Gut","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Internal medicine; Severity of illness; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007326222,0.0001574121,0.0001203126,0.00001977438,0.00006675874,0.00001485688,0.0001544002,0.0001369329,0.00004440945],"category_scores_gemma":[0.00005673307,0.0001483339,0.00009486153,0.00002569427,0.0001906752,0.000004483524,0.0001818367,0.00009420135,0.00001375879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005178391,"about_ca_system_score_gemma":0.00008999975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001385207,"about_ca_topic_score_gemma":0.00001758017,"domain_scores_codex":[0.9990421,0.00005814642,0.000224043,0.0003621748,0.000108319,0.0002052138],"domain_scores_gemma":[0.9991683,0.000006953312,0.00006113068,0.0003748582,0.00004650435,0.0003422865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003189209,0.0001148812,0.995675,0.00002817166,0.00005395667,0.00006068428,0.00003812375,0.000003635543,0.002896562,0.00001402401,0.0004066035,0.0003894664],"study_design_scores_gemma":[0.0006800828,0.00004712286,0.9967915,0.000009700117,0.0000436497,0.00001047517,0.00001211977,0.0001426408,0.0001818953,0.00005732662,0.001825387,0.0001981207],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981371,0.0001636494,0.0005925719,0.00001012223,0.0001504653,0.0001833535,0.0001455962,0.00002425589,0.0005929402],"genre_scores_gemma":[0.9987209,0.00004807802,0.0005668591,0.0002040879,0.000152225,0.00001045102,0.00007135541,0.00002096295,0.0002050747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002714667,"threshold_uncertainty_score":0.6048881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02066016184553193,"score_gpt":0.2579430221761802,"score_spread":0.2372828603306483,"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."}}