{"id":"W4285744196","doi":"10.22037/aaem.v10i1.1534","title":"Adherence to Referral Criteria for Burn Patients; a Systematic Review.","year":2022,"lang":"en","type":"review","venue":"PubMed","topic":"Burn Injury Management and Outcomes","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Royal University","funders":"","keywords":"Referral; Medicine; Burn injury; Rehabilitation; Scopus; Emergency medicine; MEDLINE; Physical therapy; Intensive care medicine; Family medicine; Surgery","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"],"consensus_categories":[],"category_scores_codex":[0.001092843,0.0004222663,0.003656009,0.0002616541,0.000078911,0.00004275437,0.000428079,0.00009797425,0.0004736702],"category_scores_gemma":[0.00180301,0.0002979134,0.0008695304,0.0004602188,0.00001288612,0.00005778371,0.0002401094,0.0002414951,0.0000970758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003058226,"about_ca_system_score_gemma":0.00004909355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003785589,"about_ca_topic_score_gemma":0.000001046178,"domain_scores_codex":[0.9971427,0.0001972619,0.001201955,0.0004957208,0.0004448149,0.0005175479],"domain_scores_gemma":[0.9981698,0.0002150442,0.0004940176,0.0008029942,0.00008128546,0.0002368422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009529959,0.00003763844,0.000002550381,0.6499563,0.00018946,0.000003685838,0.00000722124,6.587946e-10,3.132811e-10,0.00004241657,0.03786923,0.311882],"study_design_scores_gemma":[0.0002588552,0.000148513,0.00003149617,0.1950351,0.006078526,0.000005634256,0.000005366767,1.182624e-7,1.0587e-8,0.000007570914,0.7981893,0.0002394867],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[5.389111e-7,0.9593883,0.00001300952,0.0001593984,0.0009857155,0.03639844,0.00009487027,0.00008625934,0.002873507],"genre_scores_gemma":[0.000001625453,0.8749123,0.00009467161,0.002024881,0.0001565907,0.1025431,0.0005108402,0.0000711117,0.01968488],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7603201,"threshold_uncertainty_score":0.9999473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1855249022373137,"score_gpt":0.3926733045411225,"score_spread":0.2071484023038088,"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."}}