{"id":"W4396514564","doi":"10.7759/cureus.59354","title":"Gelatinous Transformation of Bone Marrow Following Lymphoma and a Novel, Potential Treatment","year":2024,"lang":"en","type":"article","venue":"Cureus","topic":"Medical Imaging and Pathology Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Cancer Agency; University of Saskatchewan","funders":"","keywords":"Bone marrow; Transformation (genetics); Lymphoma; Medicine; Pathology; Cancer research; Biology; Genetics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009188438,0.0000761218,0.0001970224,0.00003934688,0.00003691555,0.00000650322,0.00001104135,0.00004659461,0.00001774904],"category_scores_gemma":[0.00002854718,0.00005361037,0.00007752534,0.00005329508,0.00006143783,0.00004457414,0.000006543157,0.00003439668,0.000005354926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003146631,"about_ca_system_score_gemma":0.00003568946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004338205,"about_ca_topic_score_gemma":0.000005191633,"domain_scores_codex":[0.999526,0.000009804894,0.0001525685,0.0001097899,0.0001009443,0.0001009447],"domain_scores_gemma":[0.9998187,0.00003222661,0.00001489021,0.00006951547,0.00001282627,0.00005182988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000352001,0.001314185,0.01550937,0.00191754,0.002556056,0.003018418,0.03604702,0.000008012193,0.2317362,0.003081748,0.002504799,0.7019546],"study_design_scores_gemma":[0.07700185,0.01930995,0.4518129,0.01098901,0.02265632,0.02435436,0.01705009,0.09528451,0.08624466,0.005572477,0.1867638,0.002960015],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9753901,0.01467396,0.004189658,0.001881332,0.0004022057,0.0001551596,0.00001008056,0.00006775776,0.003229708],"genre_scores_gemma":[0.9983274,0.0003184129,0.0007569933,0.00007592408,0.00007785422,0.000009517588,0.00001377689,0.000007191319,0.0004129626],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6989946,"threshold_uncertainty_score":0.2186167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02215202863663371,"score_gpt":0.2911001273720744,"score_spread":0.2689480987354407,"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."}}