{"id":"W2930229979","doi":"10.1111/trf.15284","title":"Transfusion Camp: a prospective evaluation of a transfusion education program for multispecialty postgraduate trainees","year":2019,"lang":"en","type":"article","venue":"Transfusion","topic":"Blood transfusion and management","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Queen's University; Nova Scotia Health Authority; Dalhousie University; McMaster University Medical Centre; University Health Network; Health Sciences Centre; Ottawa Hospital; Sunnybrook Health Science Centre; Canadian Blood Services; St. Michael's Hospital; University of Saskatchewan; Hospital for Sick Children; Mount Sinai Hospital; Western University; University of Toronto; McMaster University; Ontario Stroke Network; North York General Hospital","funders":"Ontario Regional Blood Coordinating Network; University of British Columbia; Western University; University of Toronto; Dalhousie University; National Institute for Health and Care Research; McMaster University; University of Saskatchewan; University of Ottawa; CSL Behring","keywords":"Attendance; Medicine; Specialty; Transfusion medicine; Blood transfusion; Family medicine; Patient care; Emergency medicine; Internal medicine; Nursing","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":[0.00527148,0.0005133465,0.0004094841,0.0007189086,0.001059038,0.0006603766,0.0007351359,0.0006440784,0.001532691],"category_scores_gemma":[0.008882124,0.0004917807,0.0005515381,0.0006326359,0.0005559397,0.0008340683,0.001146873,0.001094245,0.0003221164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002134894,"about_ca_system_score_gemma":0.004519209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007315867,"about_ca_topic_score_gemma":0.01063007,"domain_scores_codex":[0.9975769,0.001024817,0.0001606871,0.0002402595,0.0004896433,0.0005077736],"domain_scores_gemma":[0.9902435,0.001133127,0.001985928,0.0003806082,0.001300707,0.004956095],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004706568,0.03146835,0.913677,0.0002638761,0.0001746626,0.0002446357,0.0041316,0.0002999693,0.0009801502,0.00003060002,0.0009791545,0.04304349],"study_design_scores_gemma":[0.0008351472,0.05201206,0.9427783,0.00005364713,0.00006189197,0.0001527776,0.002728934,0.0003871653,0.0003518249,0.00001370605,0.0005999957,0.00002447811],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993135,0.00004129868,0.00004603353,0.00004017119,0.000007044473,0.0003314968,0.00007022804,0.000007485407,0.0001428525],"genre_scores_gemma":[0.9984123,0.0001075656,0.000499089,0.0000951129,0.00002014544,0.0004599239,0.0001969271,0.000003207573,0.0002057352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007315867,"threshold_uncertainty_score":0.02787858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02381069416172351,"score_gpt":0.3288897462993392,"score_spread":0.3050790521376157,"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."}}