{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001324835,0.000882362,0.0004964662,0.001960684,0.000292393,0.001219351,0.0005268278,0.0007706555,0.003036579],"category_scores_gemma":[0.005596895,0.0002062535,0.0007694058,0.001365337,0.0003753042,0.000562586,0.0008070166,0.0006841616,0.0005007777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004129258,"about_ca_system_score_gemma":0.0005235818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001802669,"about_ca_topic_score_gemma":0.00176243,"domain_scores_codex":[0.9992623,0.0002607366,0.00007847952,0.0001158598,0.0001974466,0.00008514355],"domain_scores_gemma":[0.9955454,0.001197698,0.001855313,0.0001467587,0.0004688595,0.0007859538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002154223,0.00003679581,0.99549,0.00001602403,0.00007423967,0.00003692605,0.00001494195,0.000295132,0.0001893783,0.00003209705,0.0002110145,0.003388021],"study_design_scores_gemma":[0.00005356312,0.0004293788,0.9913226,0.00001963688,0.0001255666,0.0005990941,0.0000841842,0.006402974,0.0001749452,0.0003311983,0.0004380831,0.00001878344],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994534,0.0006796198,0.001833618,0.0002665471,0.00003916686,0.00004875194,0.0009070766,0.00003946219,0.001651799],"genre_scores_gemma":[0.9969042,0.0001048883,0.002004267,0.0000310569,0.00005511168,0.00002154423,0.0006535129,0.000004352624,0.0002210471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003036579,"threshold_uncertainty_score":0.01015842,"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."}}