{"id":"W4386282140","doi":"10.1016/s2152-2650(23)00802-9","title":"POSTER: 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; Transplantation; Autologous stem-cell transplantation; Stem cell; Medicine; Business; Internal medicine; Oncology; 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":[0.003079871,0.0003890362,0.0006734328,0.0008774599,0.0009727223,0.001961888,0.0005023679,0.0008879204,0.007633413],"category_scores_gemma":[0.005312081,0.0001761556,0.001675944,0.001369534,0.0007070414,0.0007905448,0.001045089,0.00106353,0.0006474523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004335403,"about_ca_system_score_gemma":0.004270724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07681678,"about_ca_topic_score_gemma":0.07137375,"domain_scores_codex":[0.9981298,0.0008222414,0.00009011538,0.0001606177,0.0001575844,0.0006397095],"domain_scores_gemma":[0.9970029,0.0009140142,0.0008867796,0.0001001222,0.0004567875,0.0006394325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003281609,0.001322584,0.9588608,0.0001805381,0.00132834,0.0002690625,0.001282737,0.000532741,0.0001528262,0.0007496059,0.007563354,0.02447589],"study_design_scores_gemma":[0.0003680863,0.001298877,0.9878395,0.0001835665,0.0005502901,0.0001315108,0.00441041,0.000283189,0.0001464757,0.0003364965,0.004412676,0.0000387718],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909462,0.001575734,0.0001019682,0.003106801,0.0001161477,0.00004428227,0.001543499,0.000007723027,0.002557724],"genre_scores_gemma":[0.9953761,0.0005275747,0.0001061441,0.001179812,0.0001187195,0.00006604739,0.0006323553,0.000008367094,0.001984794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07681678,"threshold_uncertainty_score":0.1527393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03137610605555136,"score_gpt":0.3378752403231444,"score_spread":0.3064991342675931,"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."}}