{"id":"W1535831878","doi":"10.1016/j.coem.2005.11.002","title":"10.1016/j.coem.2005.11.002","year":2000,"lang":"en","type":"review","venue":"Time to knit","topic":"Burn Injury Management and Outcomes","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chemical burn; Medicine; Intensive care medicine; Surgery; Anesthesia","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002326328,0.000555746,0.002040737,0.0004606289,0.00006279191,0.00005024538,0.0003668113,0.0002996382,0.9977213],"category_scores_gemma":[0.0000461442,0.0004334406,0.0006598703,0.0003898771,0.00003933021,0.0000595092,0.0001430945,0.0003690467,0.9975777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001410607,"about_ca_system_score_gemma":0.0001237735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007549974,"about_ca_topic_score_gemma":1.7962e-7,"domain_scores_codex":[0.9979019,0.00006922579,0.0006131261,0.000501882,0.0003721553,0.0005417065],"domain_scores_gemma":[0.9986018,0.00008870352,0.0001440495,0.0008176134,0.00003248146,0.0003153754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001220841,0.00003072098,6.886347e-9,0.002450759,0.0001206466,0.00003180538,0.000001015152,4.834179e-8,3.443697e-9,8.066551e-7,0.450299,0.547053],"study_design_scores_gemma":[0.0002810395,0.0001394467,4.414769e-7,0.005380982,0.001948809,0.00004005296,2.565812e-7,0.000001338152,7.802922e-8,9.660622e-7,0.9917783,0.0004282786],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[7.520446e-9,0.4797919,1.214755e-7,0.0001199749,0.000004558569,0.000703885,0.00001763702,0.0001304243,0.5192315],"genre_scores_gemma":[5.389296e-10,0.3043787,0.00005339366,0.00007069886,0.0005071529,0.00006699454,0.0002148661,0.00008964379,0.6946185],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5466247,"threshold_uncertainty_score":0.9998117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02764608871207994,"score_gpt":0.2729967697039357,"score_spread":0.2453506809918557,"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."}}