{"id":"W7119277531","doi":"","title":"COMPARISON OF SINGLE, TANDEM, AND SECOND AUTOLOGOUS STEM CELL TRANSPLANTATION IN PATIENTS WITH MULTIPLE MYELOMA AT SASKATCHEWAN CANCER AGENCY: A RETROSPECTIVE POPULATION-BASED STUDY","year":2025,"lang":"en","type":"article","venue":"University Library (University of Saskatchewan)","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Multiple myeloma; Autologous stem-cell transplantation; Cancer; Transplantation; Retrospective cohort study; Hematopoietic stem cell transplantation; Clinical trial; Malignancy; Standard of care","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009392134,0.0003388925,0.0006764302,0.001920975,0.0009033638,0.0008262462,0.0007027807,0.0004356034,0.001448216],"category_scores_gemma":[0.00202685,0.0003957804,0.0007097891,0.004110839,0.0005035995,0.0006406723,0.0008740591,0.0008572318,0.0003114883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004336264,"about_ca_system_score_gemma":0.004699755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1996358,"about_ca_topic_score_gemma":0.2986305,"domain_scores_codex":[0.9987811,0.0001724235,0.0002067687,0.0002932486,0.000339043,0.0002072688],"domain_scores_gemma":[0.9968112,0.0004820252,0.001310151,0.0001853666,0.0007600893,0.0004511801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001002567,0.00002500253,0.99867,0.0000234491,0.00007110058,0.00007829445,0.00008774995,0.00003473059,0.0001138353,0.00001026176,0.0001657568,0.0006195583],"study_design_scores_gemma":[0.00001551389,0.000168633,0.9981148,0.00002441971,0.0000668647,0.0002372156,0.0007432121,0.0001529059,0.00007800556,0.00001491162,0.0003733427,0.00001019726],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963078,0.000525221,0.0000637902,0.00006795491,0.000008362109,0.00007337196,0.002343436,0.000005201121,0.0006048519],"genre_scores_gemma":[0.9978803,0.0003426004,0.00006568298,0.0001105588,0.000008730496,0.00006974277,0.001355142,0.000002858526,0.0001644351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1996358,"threshold_uncertainty_score":0.3969477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01001734063445819,"score_gpt":0.2182868857485664,"score_spread":0.2082695451141083,"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."}}