{"id":"W4386441220","doi":"10.1038/s41408-023-00905-8","title":"Real-world results of autologous stem cell transplantation in newly diagnosed multiple myeloma: a report from the Canadian Myeloma Research Group database","year":2023,"lang":"en","type":"article","venue":"Blood Cancer Journal","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital; Memorial University of Newfoundland; Saint John Regional Hospital; McGill University; McGill University Health Centre; Queen Elizabeth II Health Sciences Centre; Dalhousie University; Princess Margaret Cancer Centre; University of Calgary; Vancouver General Hospital; University of British Columbia; Institute of Cancer Research; CancerCare Manitoba; Ottawa Hospital; London Health Sciences Centre; McMaster University; Western University; Hôpital Maisonneuve-Rosemont; Université Laval","funders":"","keywords":"Multiple myeloma; Medicine; Transplantation; Stem cell; Autologous stem-cell transplantation; Oncology; Internal medicine; Biology; Genetics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002751467,0.0004265554,0.0007596116,0.00331354,0.0009769249,0.002184723,0.001526774,0.0006381719,0.001120377],"category_scores_gemma":[0.01306687,0.0002802366,0.0005753756,0.01185117,0.000594822,0.0006261038,0.0007926143,0.0006244135,0.0002669623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0181573,"about_ca_system_score_gemma":0.01627648,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9154457,"about_ca_topic_score_gemma":0.9215705,"domain_scores_codex":[0.9938233,0.0005711276,0.0006709973,0.0008072058,0.003422714,0.0007046498],"domain_scores_gemma":[0.9843183,0.001949555,0.005560562,0.0007634741,0.006156411,0.001251774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002793769,0.0000228127,0.9826066,0.0002258173,0.0002536205,0.0001040902,0.0001918939,0.0003063638,0.00008484624,0.000192191,0.009390584,0.006341819],"study_design_scores_gemma":[0.00002848792,0.00001854591,0.9926919,0.00008036556,0.00009805307,0.0001786153,0.0002354146,0.0005668923,0.0001039935,0.00003681141,0.005932955,0.00002791793],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6805095,0.006948859,0.0003069015,0.001396961,0.00003980995,0.0001168105,0.3061306,0.00006858755,0.004481987],"genre_scores_gemma":[0.8849889,0.002571043,0.00057836,0.0004420958,0.00003645889,0.0000868963,0.1108721,0.00001866714,0.000405523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08455431,"threshold_uncertainty_score":0.1701045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07226150521320708,"score_gpt":0.361496175435274,"score_spread":0.2892346702220669,"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."}}