{"id":"W4383223625","doi":"10.1016/j.vgie.2023.05.003","title":"Systemic multiple myeloma and colonic abnormalities","year":2023,"lang":"en","type":"article","venue":"VideoGIE","topic":"Gastrointestinal Tumor Research and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Multiple myeloma; Pathology; Internal 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":[0.0001492192,0.0007472012,0.0005264455,0.0008311068,0.001182787,0.0004189474,0.00021079,0.001211534,0.004183142],"category_scores_gemma":[0.0006851138,0.0003436767,0.0003209353,0.0008914538,0.0003999576,0.000555033,0.0003775046,0.001129989,0.0005870143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003603548,"about_ca_system_score_gemma":0.0003687209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002452974,"about_ca_topic_score_gemma":0.003198388,"domain_scores_codex":[0.9998707,0.00001348538,0.000008212714,0.00003690633,0.0000182635,0.0000525161],"domain_scores_gemma":[0.9997084,0.00006260371,0.00004772569,0.00002162841,0.00001930874,0.0001404677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0005041763,0.0001251915,0.1214299,0.0000529885,0.00003120228,0.8687526,0.000138775,0.000125152,0.002619268,0.000265875,0.0009857368,0.004969144],"study_design_scores_gemma":[0.0000678052,0.0003253225,0.1708586,0.00004422397,0.0000565225,0.8246084,0.0002044831,0.0004956548,0.0006144834,0.000320137,0.002386246,0.0000182225],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9689106,0.006690058,0.0007166151,0.002296141,0.0001849044,0.00006984579,0.0004780054,0.0001100748,0.02054368],"genre_scores_gemma":[0.9967308,0.001029612,0.0002431188,0.0003889794,0.0002651664,0.000008446563,0.0001185445,0.000005101112,0.001210178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004183142,"threshold_uncertainty_score":0.01399404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04617018075003106,"score_gpt":0.3119079261703529,"score_spread":0.2657377454203219,"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."}}