{"id":"W2208369196","doi":"10.1136/gutjnl-2015-309903","title":"IOIBD technical review on endoscopic indices for Crohn's disease clinical trials","year":2015,"lang":"en","type":"article","venue":"Gut","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":191,"is_retracted":false,"has_abstract":true,"ca_institutions":"Robarts Clinical Trials; Western University","funders":"UCB Pharma; Janssen Pharmaceuticals; Takeda Oncology; Genentech; Norgine; Celgene; Achmea; Ironwood Pharmaceuticals, Incorporated; Therakos; Novo Nordisk; Teva Pharmaceutical Industries; Gilead Sciences; Celltrion; Procter and Gamble; Amgen; ActoGeniX; Kyorin Pharmaceutical; Sanofi; Pfizer; Biogen; GlaxoSmithKline; Tillotts Pharma; Dr. Falk Pharma; Shire; AstraZeneca; Eli Lilly and Company; Bristol-Myers Squibb","keywords":"Medicine; Crohn's disease; Disease; Clinical trial; Delphi method; Inflammatory bowel disease; Gold standard (test); Internal medicine; Endoscopy; Physical therapy; Intensive care medicine; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002810333,0.0001569474,0.00034494,0.00002413087,0.00004251716,0.00001882727,0.0002501926,0.0001467094,0.00002880703],"category_scores_gemma":[0.0091263,0.000127115,0.000337936,0.00003641087,0.00008761127,0.000003199794,0.00008416653,0.00009341022,0.0001055458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001557766,"about_ca_system_score_gemma":0.0003638278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":7.529249e-7,"about_ca_topic_score_gemma":0.000004181314,"domain_scores_codex":[0.9981335,0.000468795,0.0006185757,0.0003864852,0.0001723074,0.0002203773],"domain_scores_gemma":[0.9985592,0.0001118751,0.0002140464,0.0005503827,0.000105182,0.0004593408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00797169,0.001066789,0.03263869,0.002309696,0.0002984664,0.0006611666,0.00001503139,0.00001760189,0.005341605,0.002247688,0.91882,0.02861163],"study_design_scores_gemma":[0.005142264,0.0007289363,0.2186193,0.0008600233,0.0004756033,0.00000361803,0.00001090941,0.00001714149,0.0008477464,0.0009648846,0.7718097,0.0005199235],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9436371,0.03725959,0.001388295,0.003091738,0.002118362,0.006209892,0.0006716228,0.0001568005,0.005466635],"genre_scores_gemma":[0.9788845,0.003958286,0.001242934,0.01033028,0.002598561,0.000838438,0.0006296937,0.00006817089,0.001449197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1859806,"threshold_uncertainty_score":0.9992203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1263077064082742,"score_gpt":0.4382119991334631,"score_spread":0.3119042927251889,"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."}}