{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001603418,0.001110941,0.003375952,0.001412413,0.0005010213,0.00004773883,0.0002832196,0.0006273728,0.000239323],"category_scores_gemma":[0.0002280925,0.00084112,0.000988143,0.001460785,0.0001658999,0.00006079031,0.00006452416,0.0007825331,0.0000561645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000281022,"about_ca_system_score_gemma":0.0005089255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009285113,"about_ca_topic_score_gemma":0.0022818,"domain_scores_codex":[0.9936742,0.0003387014,0.00209863,0.001570592,0.001579952,0.0007379696],"domain_scores_gemma":[0.9974678,0.0005193647,0.0003751146,0.0005061913,0.0006100945,0.0005214049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001763913,0.009734819,0.002574222,0.1034471,0.003044458,0.001423,0.005490729,0.000004965232,0.00005047987,0.003061047,0.03236829,0.8370369],"study_design_scores_gemma":[0.0275707,0.003160031,0.002543091,0.005613388,0.02503107,0.0002534283,0.001099473,0.0001705807,0.000001687437,0.00007043299,0.9329269,0.001559199],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004403113,0.9668708,0.001312444,0.001246102,0.00200412,0.02261698,0.0005309811,0.0005251691,0.0004902881],"genre_scores_gemma":[0.00006732462,0.9913406,0.0005945676,0.0003004952,0.003925171,0.001303929,0.000680216,0.0002496797,0.001537997],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9005586,"threshold_uncertainty_score":0.999404,"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."}}