{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002210428,0.0003611093,0.0003417266,0.000673504,0.0003372173,0.0005893568,0.0003927589,0.00103723,0.00110108],"category_scores_gemma":[0.0007646435,0.0000989189,0.0003286726,0.0002990327,0.0006642377,0.0006550296,0.0004530706,0.001026699,0.0003487095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003075325,"about_ca_system_score_gemma":0.0002226786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001813251,"about_ca_topic_score_gemma":0.000464532,"domain_scores_codex":[0.9998341,0.00004002657,0.00001767918,0.00002574043,0.00003192322,0.00005061377],"domain_scores_gemma":[0.9997745,0.00005618927,0.00006963858,0.00002820453,0.00001435231,0.00005719607],"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":[0.0005401633,0.0003185265,0.01659442,0.0008142886,0.00006585263,0.7795965,0.0002666892,0.000546673,0.04310963,0.006446538,0.002857189,0.1488436],"study_design_scores_gemma":[0.0001083818,0.0005241643,0.007086932,0.0001692062,0.00007323351,0.9497914,0.0001642316,0.001169926,0.01405375,0.001928382,0.02491396,0.00001636874],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7429554,0.1781239,0.02659396,0.01211298,0.001056476,0.0003900406,0.0001549438,0.0006185696,0.03799374],"genre_scores_gemma":[0.9806992,0.01249978,0.002491927,0.001654166,0.0006362968,0.00004088419,0.00009713796,0.00001432752,0.001866214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00110108,"threshold_uncertainty_score":0.003683448,"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."}}