{"id":"W4387000484","doi":"10.7759/cureus.45847","title":"Outcome Evaluation of Burn Injury Management: A Study of Selective Traditional Home Remedies","year":2023,"lang":"en","type":"article","venue":"Cureus","topic":"Burn Injury Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Inclusion (mineral); Burn injury; Total body surface area; Surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001689162,0.0002654243,0.000588159,0.0005498449,0.0003824988,0.0002796279,0.0002391821,0.000307463,0.0008785747],"category_scores_gemma":[0.003600535,0.0001212088,0.0005745564,0.0006029276,0.0003726638,0.0005248924,0.0003835963,0.0003526525,0.0001120346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004242245,"about_ca_system_score_gemma":0.0006270233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001025841,"about_ca_topic_score_gemma":0.001579482,"domain_scores_codex":[0.9988048,0.0005673192,0.0001527107,0.0001063543,0.0002332369,0.0001355464],"domain_scores_gemma":[0.9979076,0.0006599751,0.0007937887,0.00006808124,0.0002742596,0.000296324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01250574,0.01226368,0.9253924,0.0006448095,0.0005007391,0.0004157553,0.00144163,0.000163502,0.00107184,0.00009483831,0.0001508989,0.04535419],"study_design_scores_gemma":[0.000800122,0.05051984,0.9444873,0.00009889327,0.0003395319,0.000520777,0.001966991,0.0003481219,0.0003305846,0.00006669703,0.0005031865,0.00001789914],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992207,0.0004242744,0.00003948198,0.00001758749,0.000004424162,0.00005684457,0.00001812172,3.936494e-7,0.0002181501],"genre_scores_gemma":[0.9993949,0.0002758036,0.0001096093,0.00002524257,0.00001689241,0.00007157093,0.00003413825,4.787599e-7,0.0000712843],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001689162,"threshold_uncertainty_score":0.008933246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1418429138304645,"score_gpt":0.3793853909812074,"score_spread":0.2375424771507429,"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."}}