{"id":"W1969887420","doi":"10.1016/j.transci.2004.07.007","title":"Experience with the medical event reporting system for transfusion medicine (MERS-TM) at three hospitals","year":2004,"lang":"en","type":"article","venue":"Transfusion and Apheresis Science","topic":"Blood transfusion and management","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto","funders":"","keywords":"Medicine; ABO blood group system; Emergency medicine; Transfusion medicine; Blood transfusion; Medical emergency; Pediatrics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01934598,0.000677403,0.0003577878,0.000841274,0.001971913,0.002425979,0.002312638,0.001366499,0.002689489],"category_scores_gemma":[0.03707711,0.0004636726,0.0005707094,0.001465894,0.001159244,0.001667743,0.003001933,0.002142747,0.0007145253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003411868,"about_ca_system_score_gemma":0.00383936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00875851,"about_ca_topic_score_gemma":0.0161194,"domain_scores_codex":[0.9846948,0.008809909,0.001541142,0.001038729,0.00183126,0.002084226],"domain_scores_gemma":[0.9671285,0.01208938,0.004339838,0.002233482,0.004933488,0.009275255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001973456,0.007634134,0.741309,0.0003757546,0.0002415981,0.007576802,0.03937593,0.00568798,0.003787996,0.001260723,0.00810653,0.1826701],"study_design_scores_gemma":[0.0009329983,0.03396711,0.7778918,0.0004240618,0.0004066692,0.02279244,0.08892637,0.02287103,0.01067825,0.001405174,0.03921329,0.0004906848],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927117,0.000384379,0.002487978,0.001193308,0.00005167594,0.0002615663,0.0001612986,0.0001210545,0.002627054],"genre_scores_gemma":[0.9929274,0.0003498155,0.00407115,0.0005957592,0.0000700833,0.00009858995,0.0002649096,0.00006436242,0.001557924],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01934598,"threshold_uncertainty_score":0.1023126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02240280496649026,"score_gpt":0.2965774098148984,"score_spread":0.2741746048484082,"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."}}