{"id":"W4308368676","doi":"10.1016/j.jtct.2022.10.028","title":"Primary Preventive Care of Hematopoietic Stem Cell Transplantation Survivors: Time to Educate and Empower Recipients and Providers","year":2022,"lang":"en","type":"article","venue":"Transplantation and Cellular Therapy","topic":"Cancer survivorship and care","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute for Clinical Evaluative Sciences; Ottawa Hospital; University of Ottawa","funders":"Ontario Ministry of Health and Long-Term Care; Institute for Clinical Evaluative Sciences","keywords":"Medicine; Survivorship curve; Attendance; Transplantation; Population; Hematopoietic stem cell transplantation; Psychological intervention; Hematopoietic cell; Disease; Primary care physician; Intensive care medicine; Family medicine; Stem cell; Internal medicine; Primary care; Nursing; Haematopoiesis; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001454949,0.0001466403,0.0002379306,0.0001135936,0.0001129059,0.00001612443,0.00003963916,0.00004070562,0.0001572471],"category_scores_gemma":[2.684294e-7,0.0001426333,0.00004431252,0.0001364673,0.00004490432,0.00007227182,0.000007186282,0.0001032245,0.00000215851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002947946,"about_ca_system_score_gemma":0.0000559059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001525921,"about_ca_topic_score_gemma":0.00005232882,"domain_scores_codex":[0.9990014,0.0001246209,0.0002139735,0.0002811378,0.0002452968,0.0001335308],"domain_scores_gemma":[0.9996312,0.00004079609,0.00006478647,0.0001051008,0.00004731947,0.0001107965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.009895399,0.0005148039,0.03630538,0.006425834,0.0002265319,0.000119351,0.5762252,0.000028937,0.2936896,0.0000687469,0.0001206966,0.07637949],"study_design_scores_gemma":[0.02858194,0.008059368,0.2093215,0.001311622,0.001629254,0.0007171388,0.09234716,0.00007964864,0.6413543,0.0002195265,0.01438703,0.001991464],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929783,0.004645742,0.0002692535,0.0002023441,0.0001051861,0.0007591464,0.0001313855,0.00002303396,0.0008855904],"genre_scores_gemma":[0.995523,0.002617392,0.00004847549,0.0003125629,0.00001459933,0.00007355072,0.0003161404,0.00002313158,0.001071196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.483878,"threshold_uncertainty_score":0.5816417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007946598233729268,"score_gpt":0.2253509595853722,"score_spread":0.217404361351643,"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."}}