{"id":"W1987258211","doi":"10.1097/prs.0b013e318258d530","title":"Acute Burn Care","year":2012,"lang":"en","type":"review","venue":"Plastic & Reconstructive Surgery","topic":"Burn Injury Management and Outcomes","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; Izaak Walton Killam Health Centre","funders":"","keywords":"Medicine; Psychosocial; Referral; Burn injury; Rehabilitation; Burn center; Intensive care medicine; Total body surface area; Acute care; Medical emergency; Poison control; Physical therapy; Nursing; Health care; Surgery; Psychiatry","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002177598,0.0007308733,0.003544425,0.0008481204,0.0001067336,0.00004234771,0.0001552225,0.0004365932,0.001425826],"category_scores_gemma":[0.0003846878,0.0005584098,0.001535105,0.0004739889,0.000218453,0.000169084,0.0001387401,0.0007134255,0.001128357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003084849,"about_ca_system_score_gemma":0.000481175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004378609,"about_ca_topic_score_gemma":0.000001673121,"domain_scores_codex":[0.9973132,0.0001275189,0.0009091077,0.0005845184,0.0003611663,0.0007044707],"domain_scores_gemma":[0.9953098,0.003147195,0.0005443046,0.0005364715,0.0001464196,0.0003158023],"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":[0.00003060939,0.00002506506,0.002604862,0.01869537,0.001864431,0.0001513373,0.00004566215,7.517939e-9,5.398019e-8,0.0001067629,0.001305242,0.9751706],"study_design_scores_gemma":[0.0001772288,0.00002854487,0.0003051472,0.01085047,0.01077844,0.0008198355,0.0001315474,2.877091e-7,0.000001125392,0.00001483253,0.9763432,0.0005493976],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001200742,0.9826034,0.00005158927,0.000008622471,0.006948171,0.0007560523,0.0001764209,0.0001554406,0.009180272],"genre_scores_gemma":[0.0001484983,0.9962335,0.0002988244,0.00003609838,0.001223011,0.0001185892,0.0005604479,0.0001187111,0.001262289],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9750379,"threshold_uncertainty_score":0.9996867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05764984406280315,"score_gpt":0.3165130480288135,"score_spread":0.2588632039660103,"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."}}