{"id":"W7117300249","doi":"10.1038/s41409-025-02785-x","title":"Integrating palliative care into hematopoietic cell transplantation and cellular therapy training","year":2025,"lang":"en","type":"article","venue":"Bone Marrow Transplantation","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Palliative care; Hematopoietic cell; Cell therapy; Transplantation; MEDLINE; Hematopoietic stem cell transplantation","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001300556,0.0002061309,0.0003754303,0.0002028305,0.0000982576,0.00001775913,0.00004861823,0.0001199522,0.0000196813],"category_scores_gemma":[0.0000168542,0.0001862115,0.00009308075,0.0002511849,0.00007961994,0.0001048585,0.000003186704,0.0001647068,0.000002094374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004737283,"about_ca_system_score_gemma":0.0001049931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000161726,"about_ca_topic_score_gemma":0.00009654494,"domain_scores_codex":[0.9988722,0.00007414224,0.0003900285,0.0002817853,0.0002069935,0.000174882],"domain_scores_gemma":[0.9993739,0.0001940899,0.0001087334,0.0001173203,0.000143561,0.00006243055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001541412,0.0001062069,0.07760832,0.007828778,0.0001474277,0.0001601677,0.3498264,0.00003279324,0.5218531,0.001781136,0.00003476189,0.03907944],"study_design_scores_gemma":[0.006359342,0.0004036062,0.02107605,0.004640673,0.0005511922,0.00001618523,0.03914556,0.0002312953,0.9255978,0.0009625441,0.00067844,0.000337319],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.952513,0.009931967,0.03074885,0.0002813647,0.00009576006,0.0004557712,0.00003374125,0.00006259975,0.005876896],"genre_scores_gemma":[0.9819607,0.009046185,0.008187497,0.0001787528,0.00003200031,0.00003745482,0.000423842,0.00001832007,0.0001152616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4037446,"threshold_uncertainty_score":0.7593483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05218696842438279,"score_gpt":0.3477885303503548,"score_spread":0.295601561925972,"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."}}