{"id":"W1999095486","doi":"10.1097/bcr.0000000000000027","title":"Toward Targeted Early Burn Care","year":2014,"lang":"en","type":"article","venue":"Journal of Burn Care & Research","topic":"Burn Injury Management and Outcomes","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Resuscitation; Respondent; Intensive care medicine; Intensive care; Emergency medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001621882,0.0001840151,0.0005460493,0.0008404566,0.0001793285,0.0001335275,0.000459941,0.0001520472,0.0004348647],"category_scores_gemma":[0.0005750312,0.0001357418,0.0003547354,0.0005724088,0.000140592,0.0002167981,0.0001852548,0.001355108,0.0001496729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003335832,"about_ca_system_score_gemma":0.000248001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001015985,"about_ca_topic_score_gemma":0.00001337876,"domain_scores_codex":[0.9962522,0.000289225,0.0005741189,0.0002254544,0.002023555,0.0006353871],"domain_scores_gemma":[0.9958683,0.0002020053,0.0001850902,0.0004166663,0.002910694,0.000417296],"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":[0.003891119,0.0004246925,0.3950906,0.003944381,0.0012471,0.003712045,0.06895506,0.00004038111,0.01321206,0.002402788,0.1198066,0.3872732],"study_design_scores_gemma":[0.008081433,0.008261657,0.2384059,0.001137564,0.0003298305,0.0003043651,0.06281911,0.00006010845,0.009412426,0.0007952277,0.6698699,0.0005225287],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9491767,0.008470166,0.0002613773,0.004767155,0.0008052515,0.0004527103,0.0000060462,0.00004022009,0.03602043],"genre_scores_gemma":[0.9945223,0.000281095,0.0005461529,0.000270674,0.001538474,0.000004536156,0.000009160462,0.00004158569,0.002785967],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5500633,"threshold_uncertainty_score":0.5887344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06628518200486151,"score_gpt":0.3852051737505539,"score_spread":0.3189199917456924,"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."}}