{"id":"W4212935867","doi":"10.1093/jcag/gwab049.023","title":"A24 GENERALIZABILITY OF CROHN’S DISEASE RANDOMIZED CONTROLLED TRIALS COMPARED TO CLINICAL PRACTICE","year":2022,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Toronto","funders":"","keywords":"Medicine; Vedolizumab; Crohn's disease; Randomized controlled trial; Ustekinumab; Internal medicine; Clinical trial; Population; Inclusion and exclusion criteria; Disease; Cohort; Generalizability theory; Randomization; Pediatrics; Infliximab; Alternative medicine; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.5798326,0.001410461,0.004352277,0.007856469,0.00143402,0.007546145,0.003657948,0.00462731,0.008235966],"category_scores_gemma":[0.8246925,0.001368361,0.008194325,0.008141696,0.009894731,0.007580161,0.00599758,0.003936454,0.0009069835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004181176,"about_ca_system_score_gemma":0.003848952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0022451,"about_ca_topic_score_gemma":0.001438235,"domain_scores_codex":[0.1568985,0.6771178,0.09534865,0.03116176,0.03685866,0.002614591],"domain_scores_gemma":[0.08443686,0.7684299,0.07173731,0.05728501,0.01638833,0.001722579],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02386895,0.00119486,0.7548109,0.01556575,0.04464928,0.001171819,0.005668317,0.006682872,0.001016313,0.01678701,0.008625711,0.1199583],"study_design_scores_gemma":[0.03078235,0.02302576,0.7009642,0.01455609,0.03598722,0.004563462,0.006892344,0.03696065,0.002796977,0.08986694,0.0530499,0.0005541827],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5049336,0.09454982,0.2586512,0.02616609,0.00648786,0.05063421,0.01187711,0.001370149,0.04533001],"genre_scores_gemma":[0.9709558,0.00122095,0.01510684,0.003648743,0.0005502413,0.006986572,0.001055249,0.00009184569,0.0003836847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4201674,"threshold_uncertainty_score":0.5181413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01748351761868977,"score_gpt":0.3069812536544089,"score_spread":0.2894977360357192,"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."}}