{"id":"W1934890867","doi":"10.1111/j.1423-0410.2011.01526.x","title":"Risk‐based decision‐making for blood safety: preliminary report of a consensus conference","year":2011,"lang":"en","type":"article","venue":"Vox Sanguinis","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":38,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Blood Services; SNC-Lavalin (Canada); University of Ottawa; Island Health; Canadian Hemophilia Society; University of Toronto","funders":"Canadian Blood Services","keywords":"Library science; Political science; Sociology; Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2669111,0.001568393,0.002620979,0.005100259,0.003317824,0.007767755,0.009744235,0.01566402,0.003638108],"category_scores_gemma":[0.1696686,0.001404134,0.005165817,0.004063928,0.003803874,0.005423917,0.00749279,0.02323916,0.000819963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0146525,"about_ca_system_score_gemma":0.05221337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01803705,"about_ca_topic_score_gemma":0.02138447,"domain_scores_codex":[0.9075528,0.0490557,0.01927353,0.003648169,0.01698774,0.003482074],"domain_scores_gemma":[0.6681853,0.2141438,0.01286125,0.006029988,0.08559284,0.01318684],"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":[0.002046901,0.00200193,0.009129585,0.01987642,0.003198721,0.001391601,0.02309047,0.01004833,0.003542377,0.03098712,0.2175494,0.6771371],"study_design_scores_gemma":[0.003524277,0.001453354,0.02550356,0.0885912,0.00533384,0.001355736,0.02727289,0.01217474,0.006641395,0.09327265,0.733915,0.0009613721],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.03928183,0.09829135,0.05374499,0.7619918,0.0176146,0.003897552,0.001253187,0.0001788296,0.02374586],"genre_scores_gemma":[0.5171431,0.0933005,0.2523806,0.1081335,0.01065276,0.005867469,0.003514061,0.0003589529,0.008649072],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2669111,"threshold_uncertainty_score":0.9040291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04814331788353968,"score_gpt":0.2798430066277367,"score_spread":0.231699688744197,"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."}}