{"id":"W2052695085","doi":"10.1002/ibd.3780050317","title":"Are serological tests for IBD useful to clinicians?","year":2007,"lang":"en","type":"article","venue":"Inflammatory Bowel Diseases","topic":"Celiac Disease Research and Management","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Serology; Medicine; Inflammatory Bowel Diseases; Immunology; Inflammatory bowel disease; Internal medicine; Disease; Antibody","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":[0.007251095,0.0008348862,0.00221652,0.002260551,0.0009853923,0.003277419,0.0009243578,0.006753452,0.004662548],"category_scores_gemma":[0.07796456,0.0006232669,0.0007529904,0.001930625,0.002570586,0.00615732,0.0006192137,0.003548572,0.003746869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004879585,"about_ca_system_score_gemma":0.001171124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008038331,"about_ca_topic_score_gemma":0.0008752888,"domain_scores_codex":[0.9951031,0.002504504,0.0007781371,0.0002279217,0.0009506932,0.0004355402],"domain_scores_gemma":[0.9464423,0.0358716,0.00440929,0.001680269,0.009718005,0.001878441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001896643,0.0007778309,0.3010883,0.00268595,0.0003829003,0.00800246,0.001063119,0.0004948977,0.00461328,0.008016266,0.1234216,0.5475568],"study_design_scores_gemma":[0.001423553,0.003333291,0.3354216,0.018895,0.002352122,0.08232524,0.01507028,0.003907324,0.01018321,0.07604042,0.4505193,0.0005286959],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1141383,0.346859,0.01355058,0.4436644,0.02669373,0.0001604875,0.0008461213,0.0003966332,0.05369082],"genre_scores_gemma":[0.6800717,0.1564335,0.01456151,0.1074089,0.03580565,0.0001882706,0.0006826359,0.0001196146,0.004728073],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007251095,"threshold_uncertainty_score":0.03834796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04925657835945688,"score_gpt":0.3615758713997129,"score_spread":0.312319293040256,"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."}}