{"id":"W3201656939","doi":"10.1016/j.burns.2021.09.007","title":"Choosing wisely in burn care","year":2021,"lang":"en","type":"article","venue":"Burns","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Vancouver General Hospital; University of Calgary; Queen Elizabeth II Health Sciences Centre; Children's Hospital of Eastern Ontario; University of Ottawa; Health Sciences Centre; Dalhousie University; University of Toronto; Foothills Medical Centre; University of Manitoba; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Delphi method; Medical emergency; Health care; Intensive care medicine; MEDLINE","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00116929,0.0001416236,0.0002924737,0.0001026873,0.0004238785,0.00002042672,0.0001645282,0.0002655989,0.001016116],"category_scores_gemma":[0.002370996,0.000144816,0.0000543767,0.0004647985,0.00004152456,0.0002584105,0.0001715043,0.001265287,0.0008874557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004586247,"about_ca_system_score_gemma":0.001465082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002271955,"about_ca_topic_score_gemma":0.007377456,"domain_scores_codex":[0.9957612,0.002250822,0.000640461,0.0003757381,0.00030407,0.0006677452],"domain_scores_gemma":[0.9976416,0.0009669141,0.0002091781,0.0004983253,0.0004623796,0.0002215758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006060089,0.0001736332,0.8763238,0.002042569,0.00002590292,0.0005836147,0.08037629,0.00001179015,0.001404364,0.008955796,0.005826436,0.02421524],"study_design_scores_gemma":[0.001412618,0.00004653786,0.3455225,0.001292062,0.00002347849,0.00001259494,0.1106065,0.00003670347,0.0003420294,0.001429223,0.5388961,0.0003796294],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.922635,0.004466054,0.0001312131,0.02317758,0.001526608,0.0005650212,0.00002856744,0.0001551892,0.04731483],"genre_scores_gemma":[0.9866655,0.0002734976,0.0008411027,0.009245513,0.000543467,0.00007562985,0.00003926505,0.00003610779,0.002279913],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5330697,"threshold_uncertainty_score":0.9998971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6366282123111521,"score_gpt":0.5786784140035751,"score_spread":0.05794979830757696,"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."}}