{"id":"W2110394393","doi":"10.5430/jhm.v1n1p15","title":"Rheumatic manifestations of hematologic malignancies: Correlation with","year":2011,"lang":"en","type":"article","venue":"Journal of Hematological Malignancies","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Internal medicine; Multiple myeloma; Gastroenterology; Rheumatoid factor; Rheumatoid arthritis; Odds ratio; Bone marrow; Lymphoma; Anti-nuclear antibody; Immunology; Autoantibody; Antibody","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":[0.0002914426,0.0001835656,0.0007423337,0.0002225192,0.00006866949,0.00000965542,0.00014473,0.0001094155,0.0004150837],"category_scores_gemma":[0.0005846285,0.00009990911,0.0001871041,0.000268252,0.000277181,0.0001787507,0.00003256133,0.0002048806,0.00002764643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004719247,"about_ca_system_score_gemma":0.0001738961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000146859,"about_ca_topic_score_gemma":0.000003985156,"domain_scores_codex":[0.9981014,0.00008172767,0.0008212052,0.0001441398,0.0005579341,0.000293555],"domain_scores_gemma":[0.997992,0.0002610967,0.0007117603,0.0002049499,0.0006247837,0.0002054435],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003046998,0.002802026,0.9412369,0.001366588,0.0007772509,0.01284158,0.002265825,0.00002490194,0.006362075,0.02767101,0.0005991486,0.001005759],"study_design_scores_gemma":[0.00597765,0.00838027,0.8782253,0.00266317,0.0005014202,0.06092997,0.003509196,0.0002618087,0.03138547,0.007774815,0.00008342729,0.0003074762],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906095,0.0006668974,0.005232255,0.0001503527,0.00005410124,0.0003188115,0.000005358641,0.0000235999,0.002939164],"genre_scores_gemma":[0.969128,0.0001449687,0.03051315,0.00004437856,0.00001079075,0.0000129719,0.000003808279,0.00001213839,0.0001298082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06301153,"threshold_uncertainty_score":0.4544876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06071243447242331,"score_gpt":0.2900436123900492,"score_spread":0.2293311779176259,"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."}}