{"id":"W4405941401","doi":"10.1016/j.jtct.2024.12.023","title":"Outcomes of Standard-Risk Multiple Myeloma Patients Who Undergo Upfront Autologous Hematopoietic Stem Cell Transplantation","year":2024,"lang":"en","type":"article","venue":"Transplantation and Cellular Therapy","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"National Cancer Institute; Paula and Rodger Riney Foundation; Dr. Miriam and Sheldon G. Adelson Medical Research Foundation","keywords":"Medicine; Multiple myeloma; Hematopoietic stem cell transplantation; Oncology; Stem cell; Transplantation; Internal medicine; 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":[0.0002569692,0.0002200474,0.0004554861,0.000432046,0.0004400882,0.0008886568,0.0002939961,0.0003869903,0.001925004],"category_scores_gemma":[0.001455358,0.00009570195,0.0008196715,0.0007299383,0.0002381479,0.0006241871,0.0006961905,0.0006838741,0.0002208825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007051223,"about_ca_system_score_gemma":0.0004516043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002696647,"about_ca_topic_score_gemma":0.003574393,"domain_scores_codex":[0.9996858,0.00003999949,0.00002733533,0.00005267802,0.00006577265,0.0001284583],"domain_scores_gemma":[0.999193,0.00009123245,0.0003450463,0.00002811502,0.00008365281,0.0002589199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001097661,0.000119815,0.9899449,0.00001876919,0.0001601616,0.0003013375,0.00007990086,0.0003427615,0.0002437872,0.000118402,0.000634291,0.006938208],"study_design_scores_gemma":[0.00003841546,0.0006359326,0.996795,0.00001774758,0.0001502879,0.0006406165,0.0003867377,0.0004443636,0.00009936796,0.0003062364,0.0004719466,0.00001334301],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975586,0.0004417774,0.00007359085,0.0001501396,0.00002015568,0.000009105313,0.0005243335,0.000003782001,0.001218603],"genre_scores_gemma":[0.9986578,0.0001559613,0.00002031277,0.00005500052,0.00002885989,0.00000528187,0.000884792,0.000001415012,0.0001905907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002696647,"threshold_uncertainty_score":0.006439745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01573033053922362,"score_gpt":0.2643131349416856,"score_spread":0.2485828044024619,"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."}}