{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.6700224,0.004077483,0.01138249,0.04067771,0.005356227,0.02243778,0.01061807,0.01167942,0.005767646],"category_scores_gemma":[0.7395957,0.00411472,0.01789474,0.0178736,0.00756123,0.01501483,0.02180856,0.01202598,0.001397488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01891395,"about_ca_system_score_gemma":0.08907509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004118113,"about_ca_topic_score_gemma":0.007620843,"domain_scores_codex":[0.1989235,0.6297607,0.1206695,0.01041092,0.03784935,0.002385947],"domain_scores_gemma":[0.1489038,0.6781388,0.048289,0.03215237,0.08780725,0.004708827],"domain_codex":"methods","domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000821382,0.000405602,0.00412254,0.3322769,0.01414913,0.0005367986,0.02863985,0.003853928,0.001443445,0.02769285,0.03018541,0.5558723],"study_design_scores_gemma":[0.001857227,0.001116591,0.004829036,0.7367743,0.01770745,0.0004467055,0.01046805,0.006230522,0.004266546,0.07836293,0.1371203,0.0008204113],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02322876,0.2816319,0.4132568,0.1487047,0.01807892,0.08715848,0.003175259,0.001399317,0.02336589],"genre_scores_gemma":[0.09704947,0.04137289,0.8039928,0.008222209,0.00116584,0.04610951,0.001161516,0.0002117033,0.0007139959],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6700224,"threshold_uncertainty_score":0.4069212,"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."}}