{"id":"W3185793284","doi":"10.1016/j.burns.2021.07.010","title":"Understanding burn injuries in children—A step toward prevention and prompt first aid","year":2021,"lang":"en","type":"article","venue":"Burns","topic":"Burn Injury Management and Outcomes","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Christian Medical College, Vellore","keywords":"Medicine; First aid; Quarter (Canadian coin); Occupational safety and health; Health education; Family medicine; Environmental health; Injury prevention; Situational ethics; Suicide prevention; Poison control; Medical emergency; Nursing; Public health; Social psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001414172,0.0001091303,0.0002094379,0.000120527,0.00006073385,0.00004639308,0.00003841802,0.00005728698,0.0002073262],"category_scores_gemma":[0.0000493935,0.0000996235,0.00005278346,0.0002057249,0.00005047582,0.0001198048,0.00008379821,0.0001270868,0.00001020476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008731899,"about_ca_system_score_gemma":0.00003466459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002065935,"about_ca_topic_score_gemma":0.0001038901,"domain_scores_codex":[0.9992227,0.00002407833,0.0001921471,0.0002175309,0.0001573366,0.0001862198],"domain_scores_gemma":[0.9997078,0.0000215479,0.0000432369,0.0001507204,0.00001986706,0.00005682027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006502149,0.0001119332,0.986334,0.0001856739,0.00009919758,0.00004109623,0.0005887182,0.00000154402,0.00007329628,0.009642595,0.00155953,0.001297433],"study_design_scores_gemma":[0.00316428,0.0002447139,0.98114,0.0004682177,0.0001481341,0.00005665396,0.001837277,0.000105755,0.0007519413,0.004508952,0.007342156,0.0002319584],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862608,0.0008420423,0.002400893,0.004834526,0.0001346483,0.0004704146,0.000003626131,0.00006598459,0.004987018],"genre_scores_gemma":[0.9950554,0.0003005753,0.0006050035,0.0001934367,0.00008957319,0.00001169577,0.00003499731,0.00001369941,0.003695569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008794604,"threshold_uncertainty_score":0.4062528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05809019491176071,"score_gpt":0.2948011929707681,"score_spread":0.2367109980590074,"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."}}