{"id":"W1996505500","doi":"10.1016/j.burns.2014.09.002","title":"Clinical and forensic signs related to chemical burns: A mechanistic approach","year":2014,"lang":"en","type":"review","venue":"Burns","topic":"Burn Injury Management and Outcomes","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences North","funders":"Fundação para a Ciência e a Tecnologia","keywords":"Medicine; Chemical burn; Intensive care medicine; Anesthesia; Medical emergency; 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":[0.0008334467,0.0005242516,0.003003435,0.0002527696,0.00004933032,0.00004476263,0.0002451781,0.0006595304,0.0001255732],"category_scores_gemma":[0.0005510212,0.0003764528,0.0007029821,0.000361147,0.0002042211,0.00002795594,0.0002950288,0.00081396,0.0003522094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005458973,"about_ca_system_score_gemma":0.00008761143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002726748,"about_ca_topic_score_gemma":3.460916e-7,"domain_scores_codex":[0.9971216,0.000145432,0.001182189,0.0007917911,0.0003235041,0.0004354311],"domain_scores_gemma":[0.9982516,0.000302738,0.0002579969,0.0006987595,0.00005585487,0.0004330841],"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":[0.00003881694,0.0001656926,0.00007105421,0.02019826,0.0007525241,0.00007683846,0.00004270635,5.208378e-8,0.000001579494,0.01714365,0.01248334,0.9490255],"study_design_scores_gemma":[0.0007290645,0.0003435833,0.00001117342,0.005727808,0.003429257,0.0001442928,0.00001496593,0.00004214222,5.419517e-7,0.0006609322,0.9884632,0.0004330639],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005110299,0.9837873,0.002694841,0.0002233316,0.0005920497,0.002472413,0.00001516315,0.0002065804,0.009957191],"genre_scores_gemma":[0.000233748,0.9855682,0.00414214,0.0005955705,0.0005637191,0.0001305254,0.0002517971,0.0001158035,0.008398531],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9759799,"threshold_uncertainty_score":0.9998688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08107620175195347,"score_gpt":0.3881838989389089,"score_spread":0.3071076971869554,"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."}}