{"id":"W4380730754","doi":"10.1111/trf.17458","title":"Including the patient in patient blood management: Development and assessment of an educational animation tool","year":2023,"lang":"en","type":"article","venue":"Transfusion","topic":"Blood transfusion and management","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Canadian Blood Services; University of Toronto","funders":"","keywords":"Animation; Medicine; Psychological intervention; Patient education; Intervention (counseling); Multimedia; Medical emergency; Computer science; Nursing","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":[0.01257011,0.0008183651,0.0004727386,0.001111638,0.0007051294,0.00173595,0.001317749,0.001090527,0.005864476],"category_scores_gemma":[0.03513891,0.0003303319,0.0009718219,0.0003874922,0.0006281392,0.00160995,0.002260573,0.001477039,0.0008757288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001185952,"about_ca_system_score_gemma":0.00283641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005719477,"about_ca_topic_score_gemma":0.001154386,"domain_scores_codex":[0.9945419,0.00359675,0.0003691275,0.0002125981,0.0009044716,0.0003751229],"domain_scores_gemma":[0.984464,0.01084474,0.0009461445,0.0004459005,0.001609203,0.001690026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001301002,0.01886654,0.0714155,0.006465457,0.0001588806,0.001020567,0.02924953,0.002356029,0.008103613,0.001835301,0.02653741,0.8326901],"study_design_scores_gemma":[0.005484675,0.05570817,0.3493139,0.02558837,0.00251906,0.007430694,0.07427601,0.06352093,0.04936446,0.008502374,0.3568175,0.001473815],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9101576,0.001118375,0.04439415,0.00531362,0.0006731967,0.0160927,0.0008502363,0.001857494,0.01954257],"genre_scores_gemma":[0.6708909,0.002249812,0.3032296,0.001834225,0.0001529916,0.0153102,0.001070882,0.0001910308,0.005070311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01257011,"threshold_uncertainty_score":0.06647789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02513139184448004,"score_gpt":0.2995201409466837,"score_spread":0.2743887491022036,"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."}}