{"id":"W3181303279","doi":"10.1038/s41598-021-93516-x","title":"BeEAM conditioning regimen is a safe, efficacious and economical alternative to BEAM chemotherapy","year":2021,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Cancer Agency; University of Saskatchewan","funders":"Saskatchewan Cancer Agency; University of Saskatchewan","keywords":"Medicine; Regimen; Etoposide; Melphalan; Cytarabine; Cohort; Oncology; Internal medicine; Progression-free survival; Mucositis; Surgery; Chemotherapy","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0001903935,0.0000803013,0.0001519181,0.0002269888,0.0001617345,0.0002537204,0.0001291924,0.0001469129,0.004161604],"category_scores_gemma":[0.0003182376,0.0000474776,0.00009348104,0.0002868913,0.0001502706,0.0001939149,0.000219993,0.0003137268,0.0004910527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001869714,"about_ca_system_score_gemma":0.0001776796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004643628,"about_ca_topic_score_gemma":0.001524821,"domain_scores_codex":[0.9998592,0.00003622417,0.00001271052,0.00001759102,0.00005531982,0.00001889102],"domain_scores_gemma":[0.9998397,0.00003206871,0.00005283809,0.00002561705,0.00002905877,0.00002076976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.001553464,0.000657001,0.05361235,0.000475236,0.0001722784,0.001318091,0.0001118888,0.00215976,0.1205195,0.005559207,0.01851758,0.7953438],"study_design_scores_gemma":[0.0006827802,0.005867325,0.4357497,0.0006340201,0.0001621499,0.02669971,0.0002077711,0.005935689,0.08556671,0.004594967,0.4338346,0.00006448406],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9074829,0.03041563,0.01436344,0.002242824,0.0003352796,0.0002828508,0.0005634557,0.0003554086,0.04395822],"genre_scores_gemma":[0.9854208,0.003455485,0.004385571,0.00111207,0.0001414649,0.00006425458,0.0003065476,0.00002517054,0.005088626],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004161604,"threshold_uncertainty_score":0.01392192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01197430067237122,"score_gpt":0.2719125364008246,"score_spread":0.2599382357284534,"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."}}