{"id":"W2982769108","doi":"10.1111/vox.12852","title":"The systematic use of evidence‐based methodologies and technologies enhances shared decision‐making in the 2018 International Consensus Conference on Patient Blood Management","year":2019,"lang":"en","type":"article","venue":"Vox Sanguinis","topic":"Blood transfusion and management","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services","funders":"","keywords":"Consensus conference; Blood management; Medicine; MEDLINE; Systematic review; Management science; Computer science; Knowledge management; Intensive care medicine; Political science; Engineering; Blood loss; Surgery; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008709717,0.0001263105,0.0002701883,0.0001765126,0.00005588611,0.00007154969,0.0002765267,0.00005032635,0.00003357695],"category_scores_gemma":[0.001162322,0.000057399,0.00005662774,0.0001730685,0.0001435518,0.00004472341,0.0001157116,0.0001169517,0.000008658999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001662702,"about_ca_system_score_gemma":0.00001740997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001965506,"about_ca_topic_score_gemma":0.0000293636,"domain_scores_codex":[0.9985675,0.0001986692,0.0004025587,0.0002340905,0.000455702,0.0001415124],"domain_scores_gemma":[0.995852,0.003384221,0.0001702152,0.0004975711,0.00008375064,0.00001226168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.007942021,0.002858458,0.03351388,0.03776058,0.004187197,0.0009749578,0.01936109,0.000470688,0.01412143,0.1695887,0.02076174,0.6884593],"study_design_scores_gemma":[0.02032792,0.01143837,0.2772512,0.2991688,0.004477909,0.000238861,0.275651,0.01325081,0.05350826,0.02101132,0.02157264,0.002102979],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9630416,0.003372889,0.001915657,0.02174384,0.0008349831,0.00554625,0.00001998295,0.0001685624,0.003356209],"genre_scores_gemma":[0.9846418,0.001092788,0.01349994,0.0005312863,0.000004709023,0.0001361197,0.000001177647,0.000006021609,0.00008613765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6863562,"threshold_uncertainty_score":0.2340664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2257496857347541,"score_gpt":0.3811991392236409,"score_spread":0.1554494534888868,"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."}}