{"id":"W3042728423","doi":"10.1053/j.gastro.2020.07.009","title":"Comparative Efficacy Trials in Inflammatory Bowel Disease","year":2020,"lang":"en","type":"article","venue":"Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Western University","funders":"","keywords":"Inflammatory bowel disease; Medicine; Disease; Internal medicine; Gastroenterology; Intensive care medicine","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":[0.017935,0.001246483,0.007074459,0.001414949,0.0006148234,0.001358479,0.001109813,0.002879579,0.008934563],"category_scores_gemma":[0.0187548,0.0004688339,0.003834645,0.001441887,0.002014355,0.002010723,0.0007767743,0.003385533,0.0005919591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001224811,"about_ca_system_score_gemma":0.0008578639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006111067,"about_ca_topic_score_gemma":0.0007911341,"domain_scores_codex":[0.9792485,0.01763706,0.001276698,0.0005447986,0.0006700713,0.0006228465],"domain_scores_gemma":[0.9800466,0.01485338,0.002277569,0.0009313687,0.000747058,0.001144036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.9529726,0.001489548,0.001192145,0.004580176,0.004862222,0.00009018982,0.0001008244,0.0004609071,0.001113242,0.001292799,0.0006271856,0.03121828],"study_design_scores_gemma":[0.8464969,0.1277092,0.007095456,0.001264575,0.00763468,0.0001773522,0.0001787708,0.000457231,0.0008057529,0.002464076,0.005668818,0.00004707709],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.4542711,0.5112562,0.003461335,0.006155046,0.00560659,0.002536716,0.002045581,0.0001084879,0.01455896],"genre_scores_gemma":[0.9383274,0.05048839,0.001755692,0.002226553,0.00245714,0.001724399,0.000919619,0.00002745111,0.002073275],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.017935,"threshold_uncertainty_score":0.09485042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02972108638185349,"score_gpt":0.2874732374915915,"score_spread":0.257752151109738,"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."}}