{"id":"W4393952544","doi":"10.1016/s2352-3026(24)00072-3","title":"Transplant without salvage: cut out the middleman","year":2024,"lang":"en","type":"article","venue":"The Lancet Haematology","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Myeloid leukaemia; Salvage therapy; Medicine; Refractory (planetary science); Chemotherapy; Transplantation; Hematology; Induction chemotherapy; Oncology; Hematopoietic stem cell transplantation; Internal medicine; Orthodoxy; Stem cell; Intensive care medicine; Haematopoiesis; 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":[0.009686807,0.000568957,0.001651866,0.0008069782,0.00242112,0.004739139,0.001788149,0.008025018,0.01736076],"category_scores_gemma":[0.02266673,0.0003931018,0.001294757,0.0004674827,0.004542751,0.008753051,0.002776712,0.02206852,0.005680047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002293677,"about_ca_system_score_gemma":0.004163821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001438876,"about_ca_topic_score_gemma":0.003493926,"domain_scores_codex":[0.9970975,0.001130082,0.0002495225,0.0003872875,0.000655987,0.0004796796],"domain_scores_gemma":[0.9872155,0.006640615,0.0007480477,0.000792793,0.001264713,0.00333827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005955173,0.0001536211,0.0014685,0.000587988,0.0001484002,0.001163541,0.0003506936,0.0003340793,0.0004150914,0.0463338,0.7180994,0.2303493],"study_design_scores_gemma":[0.000422425,0.0004605971,0.002734363,0.004188224,0.0002370962,0.003890224,0.001101489,0.0006367415,0.0004453569,0.1512958,0.8344541,0.0001335729],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0024936,0.09099317,0.00253756,0.8540586,0.03454061,0.00001975252,0.0001381243,0.0001373109,0.01508123],"genre_scores_gemma":[0.06204598,0.09677618,0.002909744,0.6936232,0.1289345,0.00007545883,0.0001976023,0.0003582357,0.01507923],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01736076,"threshold_uncertainty_score":0.05807757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06128884652059418,"score_gpt":0.3535072907283285,"score_spread":0.2922184442077344,"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."}}