{"id":"W4415521520","doi":"10.1038/s41408-025-01387-6","title":"35 years of academic trials focusing on high-dose therapy and autologous stem cell transplantation: the Intergroupe Francophone du Myélome (IFM) experience","year":2025,"lang":"en","type":"review","venue":"Blood Cancer Journal","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotel Dieu Hospital","funders":"","keywords":"Lenalidomide; Multiple myeloma; French; Autologous stem-cell transplantation; Clinical trial; Transplantation; Stem cell; Standard of care","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":[0.004313524,0.0008256292,0.002118717,0.002145603,0.0003147088,0.001477842,0.0009773187,0.001290971,0.003626968],"category_scores_gemma":[0.004877294,0.0002620136,0.001681539,0.002865954,0.0004243125,0.001228711,0.000784691,0.001730986,0.0008825963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001396987,"about_ca_system_score_gemma":0.003502854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001468657,"about_ca_topic_score_gemma":0.003063179,"domain_scores_codex":[0.9991801,0.0002713104,0.0001402068,0.0001350957,0.0002186338,0.00005453459],"domain_scores_gemma":[0.9962213,0.0023731,0.0004229337,0.0001013853,0.0006976636,0.0001835812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008035068,0.0001326814,0.000501937,0.05323075,0.0008902486,0.0001409368,0.0000978474,0.0005262691,0.001472674,0.003779098,0.02150718,0.9169168],"study_design_scores_gemma":[0.0003230988,0.0007857261,0.002942342,0.03298812,0.003167693,0.001039168,0.00009899934,0.0001246327,0.001146782,0.001678463,0.955668,0.00003708812],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002443901,0.9984212,0.00007893905,0.0003391656,0.0001492618,0.00001440778,0.00003923712,0.000003682868,0.0007097178],"genre_scores_gemma":[0.002459105,0.995784,0.000270347,0.0008275785,0.0001837817,0.00002745031,0.0001085982,0.000003828337,0.0003353632],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004313524,"threshold_uncertainty_score":0.02281237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09186293333158163,"score_gpt":0.3964676674332405,"score_spread":0.3046047341016589,"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."}}