{"id":"W4306867613","doi":"10.3324/haematol.2021.280051","title":"Prognostic value of positron emission tomography/computed tomography in transplant-eligible newly diagnosed multiple myeloma patients from CASSIOPEIA: the CASSIOPET study","year":2022,"lang":"en","type":"letter","venue":"Haematologica","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotel Dieu Hospital","funders":"Institut National Du Cancer; Direction Générale de l’offre de Soins; Institut National de la Santé et de la Recherche Médicale; Agence Nationale de la Recherche; CHIST-ERA; Labex Iron","keywords":"Positron emission tomography; Medicine; Multiple myeloma; Cassiopeia A; Positron Emission Tomography-Computed Tomography; Nuclear medicine; Radiology; Tomography; Internal medicine; Physics; Astronomy","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":[0.0008080535,0.0001968009,0.0006700279,0.0003620121,0.0004252809,0.001049766,0.0004276137,0.0018607,0.002045907],"category_scores_gemma":[0.004051185,0.0001357369,0.0003443264,0.001074921,0.0002654347,0.0003462127,0.0002093513,0.001492382,0.0004606832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00102263,"about_ca_system_score_gemma":0.0007871813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002806353,"about_ca_topic_score_gemma":0.005760512,"domain_scores_codex":[0.9995942,0.0001567763,0.00004077876,0.000061069,0.00006902716,0.00007823293],"domain_scores_gemma":[0.9978874,0.0009624405,0.0003049784,0.0001292128,0.0002421124,0.0004738694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009370266,0.0001943262,0.8324428,0.0002078803,0.000501694,0.01620555,0.0002186094,0.0007728585,0.001847916,0.001103943,0.06914382,0.06799029],"study_design_scores_gemma":[0.003150387,0.001111109,0.888548,0.0006657051,0.00138186,0.03081984,0.0008055594,0.004759366,0.001188244,0.005714904,0.06175461,0.0001005221],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.789169,0.02209676,0.0002867818,0.1518325,0.002327352,0.00007817903,0.003590435,0.00004752772,0.03057153],"genre_scores_gemma":[0.9699097,0.003643735,0.0002627231,0.01955828,0.003278373,0.00005037778,0.001453406,0.00001439869,0.001829029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002806353,"threshold_uncertainty_score":0.007419765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02303871682484634,"score_gpt":0.2734852800405199,"score_spread":0.2504465632156735,"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."}}