{"id":"W2110103407","doi":"10.5430/jhm.v3n1p1","title":"Plasmacytoma cases with unfamiliar clinical features","year":2013,"lang":"en","type":"article","venue":"Journal of Hematological Malignancies","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Plasmacytoma; Medicine; Plasma cell; Multiple myeloma; Malignancy; Plasma cell neoplasm; Radiation therapy; Radiology; Pathology; 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":[0.0002616091,0.0001842849,0.0007569351,0.0001113871,0.00007346952,0.00004457324,0.0001446828,0.0001374606,0.0004157596],"category_scores_gemma":[0.001172569,0.0000858252,0.0002555487,0.0001498249,0.0003020842,0.0001652959,0.00004712751,0.0004239897,0.0001227593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000350255,"about_ca_system_score_gemma":0.0001571455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003000494,"about_ca_topic_score_gemma":0.000008502473,"domain_scores_codex":[0.9981446,0.000111937,0.0006352924,0.0001733625,0.0005704453,0.0003643951],"domain_scores_gemma":[0.9978434,0.0007203938,0.0002861915,0.0001914387,0.0004937008,0.0004648938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002728147,0.0015263,0.9244354,0.0001441976,0.0006319478,0.02925351,0.00005846304,0.000002469552,0.001485738,0.001131969,0.03080991,0.007791968],"study_design_scores_gemma":[0.004123615,0.006391418,0.9344549,0.0003564328,0.0001233879,0.04748944,0.0003236375,0.00001535317,0.00481196,0.0005031358,0.001271365,0.0001354211],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955934,0.001133061,0.00005589474,0.00160045,0.00008048984,0.000309741,0.000003786725,0.00002691632,0.001196293],"genre_scores_gemma":[0.9911746,0.0002670343,0.007452149,0.0004280211,0.0001316905,0.00001227228,0.000002475067,0.00001269301,0.0005190378],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02953855,"threshold_uncertainty_score":0.4552276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05429718021663344,"score_gpt":0.3501806019323399,"score_spread":0.2958834217157065,"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."}}