{"id":"W2791214803","doi":"10.1093/jcag/gwy008.143","title":"A142 INTER-OBSERVER AGREEMENT AND THE ROLE OF EDUCATIONAL TRAINING ON THE ENDOSCOPIC SCORING OF CROHN’S DISEASE","year":2018,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Microscopic Colitis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; University of Toronto","funders":"","keywords":"Medicine; Crohn's disease; Disease; Session (web analytics); Scoring system; Gastroenterology; Internal medicine; Physical therapy","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":[],"category_scores_codex":[0.1567524,0.0005633732,0.0009465845,0.001631811,0.001652643,0.002534601,0.001226128,0.0009470716,0.002198607],"category_scores_gemma":[0.2606182,0.000691108,0.001493148,0.001396237,0.002222684,0.002326711,0.002442844,0.001184301,0.0006724253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001505531,"about_ca_system_score_gemma":0.001819813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003213592,"about_ca_topic_score_gemma":0.004832085,"domain_scores_codex":[0.7752885,0.1629614,0.01654152,0.008662489,0.03385156,0.002694549],"domain_scores_gemma":[0.4644569,0.4371513,0.02508117,0.01769638,0.0532808,0.00233346],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006985337,0.0006594221,0.7594748,0.001594786,0.00354357,0.0003091971,0.02417829,0.003145552,0.008543785,0.002718369,0.003675986,0.185171],"study_design_scores_gemma":[0.0001871183,0.003219573,0.9399842,0.0009204682,0.0009513894,0.0007789892,0.007293329,0.02734787,0.007593407,0.002704899,0.008728592,0.0002902183],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9167514,0.005079655,0.04930665,0.0006303632,0.0009021811,0.0009103955,0.0003056703,0.0002111932,0.02590249],"genre_scores_gemma":[0.9911418,0.0002110913,0.007171263,0.00009768154,0.00007032987,0.0002885081,0.0001073501,0.00005543176,0.0008566436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8432477,"threshold_uncertainty_score":0.8289956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01317636402380384,"score_gpt":0.2456691511288944,"score_spread":0.2324927871050906,"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."}}