{"id":"W4386271181","doi":"10.1016/s2152-2650(23)01403-9","title":"MM-074 How can Different Therapeutic Strategies and Financial Resources Impact Outcomes After Autologous Stem Cell Transplantation in Myeloma? Study in France and Algeria","year":2023,"lang":"en","type":"article","venue":"Clinical Lymphoma Myeloma & Leukemia","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Multiple myeloma; Autologous stem-cell transplantation; Transplantation; Stem cell; Oncology; Business; Medicine; Internal medicine; Biology; Cell 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":[0.002702258,0.0004422619,0.0009017831,0.00149288,0.0009602788,0.002154611,0.0007505836,0.000851596,0.003573301],"category_scores_gemma":[0.005564131,0.0002000499,0.001532257,0.002715764,0.0007532201,0.0007241347,0.001151781,0.0009138506,0.0003323488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006059259,"about_ca_system_score_gemma":0.004516333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1253759,"about_ca_topic_score_gemma":0.1180242,"domain_scores_codex":[0.997595,0.001080057,0.0001276289,0.0001895183,0.0002258162,0.0007819887],"domain_scores_gemma":[0.9963387,0.001032986,0.001478884,0.0001090478,0.0005330923,0.0005074024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001239385,0.0004053243,0.9818173,0.0001044014,0.0008181572,0.000198643,0.0007645251,0.0003436325,0.00009304651,0.000689647,0.001878135,0.01164772],"study_design_scores_gemma":[0.0001016378,0.0003276463,0.9930935,0.0001193803,0.0003386225,0.0001447752,0.002779465,0.0002458206,0.00007271671,0.0001683768,0.002588779,0.00001929765],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994319,0.001825396,0.00009081289,0.001151109,0.00003449509,0.00001986999,0.0009191575,0.000004773253,0.001635436],"genre_scores_gemma":[0.9976892,0.000429698,0.00007408442,0.0004874506,0.00004697556,0.00003250962,0.0005340716,0.000005515174,0.0007005645],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1253759,"threshold_uncertainty_score":0.2492923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03288966119194654,"score_gpt":0.3410242301994113,"score_spread":0.3081345690074648,"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."}}