{"id":"W4309686345","doi":"10.3390/curroncol29110705","title":"Treating Multiple Myeloma in the Context of the Bone Marrow Microenvironment","year":2022,"lang":"en","type":"review","venue":"Current Oncology","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Context (archaeology); Multiple myeloma; Tumor microenvironment; Bone marrow; Transplantation; Immune system; Immunology; Bioinformatics; Cancer research; Internal medicine; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006097644,0.0003498513,0.001628608,0.0001761808,0.0001383459,0.00000733757,0.0004734745,0.0001599529,0.0005581258],"category_scores_gemma":[0.0004650593,0.0001739628,0.0006460228,0.0003491396,0.0002512348,0.0000175055,0.000365269,0.001109023,0.00004281371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001131577,"about_ca_system_score_gemma":0.0005355317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007375752,"about_ca_topic_score_gemma":0.000145871,"domain_scores_codex":[0.9965141,0.001336851,0.0007789586,0.0004142213,0.0004993528,0.0004565213],"domain_scores_gemma":[0.9972404,0.001413549,0.000489445,0.0007472805,0.0000174546,0.00009186935],"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":[0.00006928381,0.001311854,0.004902455,0.003984594,0.0001522878,0.0001394079,0.0004501098,9.944094e-8,0.000003409079,0.00001491668,0.001044754,0.9879268],"study_design_scores_gemma":[0.002399436,0.0004556692,0.00215636,0.002277991,0.0005455395,0.0002791078,0.0004846682,0.00001342593,0.000003818108,0.00000349836,0.9912644,0.0001160715],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001910349,0.9931627,6.820779e-7,0.0002794507,0.0004606401,0.003134241,0.0001456741,0.000008825299,0.0008974296],"genre_scores_gemma":[0.004147162,0.9937934,0.00003413069,0.00006155163,0.0001265814,0.001240655,0.000326866,0.00003626601,0.0002333484],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9902197,"threshold_uncertainty_score":0.7093999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1855494720203959,"score_gpt":0.4313040949210344,"score_spread":0.2457546229006385,"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."}}