{"id":"W3118297824","doi":"10.1002/pbc.28861","title":"Hematopoietic stem cell transplant referral patterns for children with sickle cell disease vary among pediatric hematologist/oncologists’ practice focus: A Sickle Cell Transplant Advocacy and Research Alliance (STAR) study","year":2021,"lang":"en","type":"article","venue":"Pediatric Blood & Cancer","topic":"Hemoglobinopathies and Related Disorders","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"","keywords":"Medicine; Hematologist; Hematopoietic stem cell transplantation; Referral; Transplantation; Disease; Hematology; Family medicine; Pediatrics; Intensive care medicine; Internal medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008337889,0.0006772417,0.001022664,0.0002482446,0.0004842912,0.0001110657,0.0003609103,0.0003663337,0.00009941679],"category_scores_gemma":[0.00004572168,0.0005409273,0.00024615,0.001127289,0.000194814,0.0002886663,0.0001071813,0.001356828,0.00001600468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001328069,"about_ca_system_score_gemma":0.002294302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001208833,"about_ca_topic_score_gemma":0.0003588288,"domain_scores_codex":[0.9945439,0.0004882999,0.0008894513,0.0015356,0.001168992,0.001373823],"domain_scores_gemma":[0.9965935,0.0007849589,0.0003914714,0.0008044053,0.0005236353,0.0009020377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002319632,0.008400045,0.9698796,0.005526743,0.0002799836,0.002996024,0.008484503,0.00009173231,0.00006656513,0.000006709416,0.001770527,0.0001779743],"study_design_scores_gemma":[0.09578711,0.01575544,0.7698534,0.001192972,0.05899506,0.001317323,0.04313744,0.0004748867,0.006803226,0.0001413849,0.001551749,0.004990032],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9362673,0.05741397,0.0002132512,0.001166945,0.0001976945,0.003763806,0.000454541,0.0001537988,0.0003687662],"genre_scores_gemma":[0.9525571,0.04409153,0.0003567484,0.0002514778,0.0006530705,0.0009769961,0.0001395148,0.0001415467,0.0008320275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2000262,"threshold_uncertainty_score":0.9997042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02158078154089946,"score_gpt":0.2945877408058559,"score_spread":0.2730069592649564,"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."}}