{"id":"W4402112448","doi":"10.14740/jh1267","title":"Optic Disc Infiltration as a Sign of Multiple Myeloma Recurrence","year":2024,"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":"","keywords":"Medicine; Multiple myeloma; Infiltration (HVAC); Sign (mathematics); Pathology; Radiology; Internal medicine; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003874678,0.0006854055,0.000704315,0.001991571,0.0008293161,0.000826345,0.000740265,0.001737532,0.001723149],"category_scores_gemma":[0.002024203,0.0003980861,0.0005833438,0.0009051171,0.000928043,0.0009964012,0.0008369324,0.001588255,0.0004925388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006105024,"about_ca_system_score_gemma":0.0004532546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002531451,"about_ca_topic_score_gemma":0.001919363,"domain_scores_codex":[0.9995255,0.00006268372,0.00004120452,0.00008502819,0.0001250977,0.0001603727],"domain_scores_gemma":[0.9989147,0.0002421477,0.0003596313,0.0001219892,0.00009743696,0.0002641767],"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":[0.0003130875,0.00005233615,0.0833708,0.0000984456,0.00003808963,0.9030105,0.0003152699,0.0000924555,0.005458396,0.0002083869,0.0006176708,0.006424509],"study_design_scores_gemma":[0.0000252039,0.000152774,0.04433394,0.00002791079,0.00004888071,0.9526107,0.0001658995,0.0003146538,0.001156379,0.000126702,0.001018949,0.00001801082],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9759014,0.008653037,0.001312101,0.001282533,0.0001584319,0.0001003969,0.0001797122,0.0002142831,0.01219808],"genre_scores_gemma":[0.9974618,0.001033883,0.0004042059,0.0002575854,0.0001980276,0.000009119133,0.00007491618,0.000007552085,0.0005530588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002531451,"threshold_uncertainty_score":0.005764484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03082361547534723,"score_gpt":0.3481661261446616,"score_spread":0.3173425106693144,"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."}}