{"id":"W4409831630","doi":"10.14740/jh2031","title":"Aggressive Extramedullary Multiple Myeloma Presenting as Small Bowel Obstruction","year":2025,"lang":"en","type":"article","venue":"Journal of Hematology","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Defense Health Agency; U.S. Department of Defense","keywords":"Medicine; Multiple myeloma; Bowel obstruction; Dermatology; Pathology; Surgery; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001911935,0.0001441524,0.0004951497,0.0004022845,0.0001003214,0.00002016554,0.0001359293,0.0001545957,0.0001162703],"category_scores_gemma":[0.002150573,0.0001096809,0.0002050375,0.0001865024,0.0001052725,0.00008900384,0.000069636,0.0004290443,0.00003287072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009150511,"about_ca_system_score_gemma":0.0003488021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002825593,"about_ca_topic_score_gemma":0.00001545103,"domain_scores_codex":[0.998543,0.000106831,0.0005761065,0.0001676656,0.0002632392,0.0003432205],"domain_scores_gemma":[0.9983335,0.0003640368,0.0005279799,0.0002073175,0.0003681047,0.0001991014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002275386,0.0006486323,0.9156886,0.0004769939,0.001326665,0.01668405,0.0002977175,0.00001189822,0.007398985,0.001383664,0.003569964,0.05023745],"study_design_scores_gemma":[0.02272112,0.001605047,0.7135905,0.002280136,0.0007169101,0.09671594,0.001643296,0.001805065,0.1382883,0.007432638,0.01283384,0.000367185],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906508,0.00337062,0.0005307187,0.001993329,0.0005267822,0.0002594881,0.000001882058,0.00001897672,0.002647343],"genre_scores_gemma":[0.992139,0.0002308589,0.006082978,0.0001742063,0.0001321068,0.000008614292,0.000005903898,0.00001359729,0.00121274],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2020981,"threshold_uncertainty_score":0.4472657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02131958726063611,"score_gpt":0.3220046475169074,"score_spread":0.3006850602562713,"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."}}