{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003527576,0.0002269784,0.0003433447,0.0004873941,0.0005058564,0.0008972936,0.0003218499,0.0008257755,0.001707529],"category_scores_gemma":[0.0002575957,0.00009260287,0.0003422709,0.0002537213,0.0006646972,0.000686614,0.0007384116,0.001034486,0.0003694941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006423821,"about_ca_system_score_gemma":0.0006079971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004691216,"about_ca_topic_score_gemma":0.00052616,"domain_scores_codex":[0.9997122,0.00005660154,0.00001409794,0.00004096515,0.00008614465,0.00008995739],"domain_scores_gemma":[0.9998671,0.0000211073,0.00004108214,0.000008238022,0.00003168533,0.00003070104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005906252,0.000672251,0.0104183,0.002616555,0.00008733979,0.002098071,0.001611676,0.001147524,0.5878795,0.06302907,0.0124933,0.3173558],"study_design_scores_gemma":[0.0001216319,0.003257063,0.048372,0.0009882642,0.0002118411,0.01281477,0.003220449,0.004627012,0.42435,0.03065861,0.4712817,0.00009670301],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5689928,0.3137845,0.02581884,0.02183506,0.002083079,0.0002456056,0.0001352832,0.0002803689,0.06682453],"genre_scores_gemma":[0.9236875,0.0508977,0.007536306,0.002187475,0.0004339791,0.00006071303,0.00007322119,0.00001453341,0.01510868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001707529,"threshold_uncertainty_score":0.005712211,"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."}}