{"id":"W4362721751","doi":"10.2147/ceor.s401003","title":"Holistic View of Autografting Patients by Percentage of Total Body Surface Area Burned: Medical Record Abstraction Integrated with Administrative Claims","year":2023,"lang":"en","type":"article","venue":"ClinicoEconomics and Outcomes Research","topic":"Burn Injury Management and Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Mallinckrodt Pharmaceuticals","keywords":"Medical record; Medicine; Total body surface area; Documentation; Retrospective cohort study; Observational study; Health care; Cohort; Diabetes mellitus; Emergency medicine; Population; Medical emergency; Surgery; Internal medicine; Environmental health","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004131556,0.0002853789,0.0006790555,0.00457047,0.0005613455,0.001733494,0.0005586147,0.0003776489,0.001360107],"category_scores_gemma":[0.01467405,0.0003393513,0.0006399729,0.005941934,0.0003767519,0.001485606,0.001873694,0.0006310572,0.0002954316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008033412,"about_ca_system_score_gemma":0.001431979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006549061,"about_ca_topic_score_gemma":0.007274652,"domain_scores_codex":[0.9932252,0.002365311,0.001880575,0.000741687,0.001320702,0.0004665674],"domain_scores_gemma":[0.9817222,0.003364069,0.01116248,0.001296037,0.001790179,0.0006649873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007091955,0.00003781979,0.9954085,0.00006446944,0.00006517844,0.0000816265,0.0006371959,0.00004660613,0.0001128409,0.00004653804,0.0002683049,0.003159929],"study_design_scores_gemma":[0.000007649374,0.0001099234,0.9958288,0.00007967008,0.0000572326,0.0003230013,0.002137281,0.0004501684,0.0001630856,0.00007167795,0.0007589637,0.00001258925],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895169,0.0006312999,0.001018883,0.0003399559,0.00001275615,0.0001667516,0.007264401,0.00001721841,0.00103192],"genre_scores_gemma":[0.9935029,0.000314449,0.001168037,0.0001208357,0.00003252142,0.0001333626,0.004595941,0.000004863778,0.0001270626],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006549061,"threshold_uncertainty_score":0.02184999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1220165716437071,"score_gpt":0.4517683984514093,"score_spread":0.3297518268077023,"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."}}