{"id":"W4380422678","doi":"10.1111/trf.17453","title":"Transfusion medicine curricular content for general pediatricians and pediatric subspecialists: A national multi‐specialty Delphi consensus study","year":2023,"lang":"en","type":"review","venue":"Transfusion","topic":"Blood transfusion and management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Wilson Centre; SickKids Foundation; University Health Network; University of Toronto; Health Sciences Centre; Sunnybrook Health Science Centre","funders":"Canadian Blood Services","keywords":"Delphi method; Curriculum; Medicine; Medical education; Delphi; Family medicine; Likert scale; Specialty; MEDLINE; Inclusion (mineral); Psychology; Political science; Computer science","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":[0.112606,0.0007600794,0.0009262308,0.003940661,0.003213793,0.001479704,0.0016004,0.001861669,0.002056675],"category_scores_gemma":[0.1043376,0.001057516,0.001280005,0.002821044,0.002233985,0.0021575,0.006204908,0.001582784,0.0003857616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006958432,"about_ca_system_score_gemma":0.01776013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0101719,"about_ca_topic_score_gemma":0.01423591,"domain_scores_codex":[0.9423808,0.04126554,0.004474482,0.002308956,0.005615648,0.003954435],"domain_scores_gemma":[0.9093009,0.05883967,0.003774095,0.002087643,0.02321427,0.00278347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001409984,0.001305941,0.167743,0.005057913,0.0004200984,0.001751504,0.6770948,0.002396536,0.008794974,0.002544807,0.005305255,0.1261751],"study_design_scores_gemma":[0.0003582648,0.002514863,0.2139861,0.003265918,0.0002462732,0.0009746809,0.7484854,0.009661546,0.004100696,0.001913358,0.01424974,0.0002431512],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9835113,0.0003484808,0.006816615,0.0008743221,0.00004536038,0.005369525,0.0001895044,0.00001614686,0.002828684],"genre_scores_gemma":[0.9750836,0.0006420219,0.01368488,0.0006454383,0.00002035506,0.009133307,0.0002465666,0.00001389907,0.0005298876],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.112606,"threshold_uncertainty_score":0.5955247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1740222960199692,"score_gpt":0.3897257123306365,"score_spread":0.2157034163106672,"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."}}