{"id":"W4321496852","doi":"10.1111/trf.17278","title":"Transfusion camp: A retrospective study of self‐reported impact on postgraduate trainee transfusion practice","year":2023,"lang":"en","type":"article","venue":"Transfusion","topic":"Blood transfusion and management","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of British Columbia; Beatrice Hunter Cancer Research Institute; Queen Elizabeth II Health Sciences Centre; Dalhousie University; University of Saskatchewan; Saskatchewan Health Authority; Université Laval; Canadian Blood Services; St. Michael's Hospital; Sunnybrook Health Science Centre; Kingston Health Sciences Centre; McMaster University Medical Centre; Health Sciences Centre; University Health Network; University of Toronto; Mount Sinai Hospital; London Health Sciences Centre; Queen's University","funders":"Health Canada; Dalhousie University; University of Oxford; Canadian Blood Services; Queen's University; University of Toronto; Université de Sherbrooke; McMaster University; Australian Government; McGill University; University of Ottawa; University of Alberta; Université Laval","keywords":"Specialty; Medicine; Transfusion medicine; Curriculum; Clinical Practice; Blood transfusion; Family medicine; Retrospective cohort study; Pediatrics; Emergency medicine; Surgery; Psychology","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003355349,0.0001580359,0.0002759884,0.001161381,0.000447834,0.0005127374,0.0004583933,0.0003272906,0.001012991],"category_scores_gemma":[0.009478708,0.0002289406,0.0003354376,0.001425884,0.0005123304,0.0006719861,0.0009353373,0.0004780377,0.0002021867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007005912,"about_ca_system_score_gemma":0.001083813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006937554,"about_ca_topic_score_gemma":0.005915591,"domain_scores_codex":[0.9973518,0.0009494635,0.0004131948,0.0002803083,0.0006998989,0.0003054178],"domain_scores_gemma":[0.9874823,0.002429554,0.006381975,0.0005892396,0.001630851,0.001485978],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001944314,0.0000270716,0.9986007,0.00001429441,0.00001389206,0.00002370446,0.0002593529,0.000009300114,0.00002311338,0.000004552649,0.0001063165,0.0008982752],"study_design_scores_gemma":[0.000002896785,0.0001944213,0.9979768,0.0000241647,0.0000144256,0.0002074892,0.001214494,0.00008490153,0.00004404201,0.000005676197,0.0002265929,0.000003977216],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991065,0.0001481214,0.0001013609,0.00005115804,0.000004045022,0.00002653864,0.0002917454,0.000003525729,0.0002669288],"genre_scores_gemma":[0.9993849,0.0001193177,0.0001045245,0.00004527876,0.0000067683,0.00003202302,0.000241488,0.000001596322,0.00006414986],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9966447,"threshold_uncertainty_score":0.01774502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02527896973912559,"score_gpt":0.3207028758509258,"score_spread":0.2954239061118002,"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."}}