{"id":"W4393050251","doi":"10.47611/jsrhs.v12i4.5893","title":"Immune Cell Regeneration and Gaining Strength to Attack Multiple Myeloma Cancer","year":2023,"lang":"en","type":"article","venue":"Journal of Student Research","topic":"Phagocytosis and Immune Regulation","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Conestoga College","funders":"","keywords":"Immune system; Multiple myeloma; Immunology; Immunotherapy; Cancer; Medicine; Antigen; Bone marrow; Cancer cell; Chimeric antigen receptor; Antibody; Cancer research; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001618361,0.00008474596,0.000213904,0.0004165938,0.0002862384,0.00005347478,0.0002080738,0.00008735084,0.00009402035],"category_scores_gemma":[0.0001073235,0.00006749481,0.00005548814,0.000401807,0.0000623446,0.0001342742,0.0002048185,0.0003928615,0.0001036152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009588625,"about_ca_system_score_gemma":0.00008349651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005027515,"about_ca_topic_score_gemma":0.00002517967,"domain_scores_codex":[0.9986679,0.00028491,0.0003883339,0.0001379871,0.0001955954,0.0003252856],"domain_scores_gemma":[0.9990898,0.000233883,0.0001305836,0.000129644,0.0003756618,0.00004046781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001280607,0.0000859854,0.0272403,0.00001389179,0.00008674374,0.000007807752,0.001600781,0.0003277446,0.9434928,0.00002893633,0.009260762,0.01772613],"study_design_scores_gemma":[0.001465778,0.0005171802,0.6380364,0.00010077,0.00001410291,0.0000184857,0.001779071,0.00009044822,0.3441663,0.00001440276,0.01370603,0.0000910779],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921171,0.005961398,0.00001950727,0.001152452,0.0003702196,0.0001634064,0.000004248219,0.00001034829,0.0002013265],"genre_scores_gemma":[0.9949545,0.001937493,0.00003941232,0.00001835528,0.0001189506,0.00001250299,0.00001025837,0.00001124533,0.002897278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.610796,"threshold_uncertainty_score":0.2752359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1572112935301722,"score_gpt":0.4373686742957946,"score_spread":0.2801573807656224,"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."}}