{"id":"W4403523923","doi":"10.1002/9781394244843.ch7","title":"PLASMA CELL NEOPLASMS AND RELATED CONDITIONS","year":2024,"lang":"en","type":"other","venue":"","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Computational biology; Computer science; Biology","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":[0.0001817535,0.0003531281,0.0003640642,0.001374138,0.0004878836,0.0008759024,0.000281504,0.0005691257,0.04405556],"category_scores_gemma":[0.000620729,0.00008508419,0.0003114105,0.001430496,0.0002892643,0.0006395302,0.0006769067,0.0007677557,0.01326477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003833103,"about_ca_system_score_gemma":0.0006319926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001051601,"about_ca_topic_score_gemma":0.002422842,"domain_scores_codex":[0.9998264,0.00001940863,0.0000129235,0.00001870323,0.00008932697,0.00003336565],"domain_scores_gemma":[0.9998184,0.00005588663,0.00002901316,0.0000105349,0.00004392972,0.00004231155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009229582,0.0001101829,0.001772174,0.001873059,0.00002749657,0.003921297,0.0002152694,0.0001757923,0.003362139,0.01260383,0.2426576,0.7331889],"study_design_scores_gemma":[0.000006647542,0.00002359947,0.001164857,0.0005224752,0.0000118662,0.00703983,0.0000587413,0.00001879511,0.0003165444,0.00175565,0.989077,0.000004103078],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006820827,0.445591,0.001904464,0.004817912,0.004102379,0.0001579622,0.00139213,0.0002507462,0.5349626],"genre_scores_gemma":[0.03731756,0.6068791,0.005174822,0.008306784,0.006976676,0.0001525365,0.003491953,0.0001723824,0.3315282],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04405556,"threshold_uncertainty_score":0.1473805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01440205428993665,"score_gpt":0.299225155536497,"score_spread":0.2848231012465604,"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."}}