{"id":"W4292497528","doi":"10.58931/cht.2022.119","title":"To transplant or not to transplant in multiple myeloma","year":2022,"lang":"en","type":"article","venue":"Canadian Hematology Today","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Multiple myeloma; Melphalan; Transplantation; Autologous stem-cell transplantation; Internal medicine; Oncology; Hematopoietic stem cell transplantation; Stem cell; Surgery; Chemotherapy","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":[0.0009905414,0.0001759387,0.0004520081,0.0003408925,0.0006669394,0.0009550966,0.0003723916,0.001067138,0.01691677],"category_scores_gemma":[0.002839261,0.00006350553,0.000511495,0.0005147794,0.0003578454,0.0009211141,0.000649351,0.002134091,0.002901309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005050554,"about_ca_system_score_gemma":0.0006233509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003667486,"about_ca_topic_score_gemma":0.001183285,"domain_scores_codex":[0.9995956,0.0001552497,0.00004882373,0.00005133849,0.00007147909,0.00007744426],"domain_scores_gemma":[0.9991544,0.0003037339,0.0001636529,0.00003738255,0.00006786235,0.000272911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001976634,0.0005840777,0.02260841,0.002800002,0.0002672931,0.002187186,0.0004259734,0.0004211171,0.001512775,0.008118925,0.08885498,0.8702427],"study_design_scores_gemma":[0.0008342958,0.003084127,0.07275421,0.009736718,0.001009531,0.02904385,0.000991333,0.0007697663,0.00198756,0.03282787,0.8468109,0.0001497993],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.1445029,0.5920866,0.0104076,0.09329817,0.02143252,0.0004414777,0.00274677,0.0003934778,0.1346904],"genre_scores_gemma":[0.659171,0.1984845,0.006255173,0.07572927,0.02911292,0.00059914,0.003718928,0.0002546381,0.02667443],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01691677,"threshold_uncertainty_score":0.05659229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03829346955218348,"score_gpt":0.2977335464162181,"score_spread":0.2594400768640346,"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."}}