{"id":"W4241582769","doi":"10.1055/s-0039-1699468","title":"Training of medical and paramedical personnel in burn care and prevention","year":2010,"lang":"en","type":"article","venue":"Indian Journal of Plastic Surgery","topic":"Disaster Response and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Patient Safety Institute; Ministry of Health and Long Term Care","funders":"","keywords":"Medicine; Training (meteorology); Medical education; Resource (disambiguation); Medical emergency; Nursing","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":[],"consensus_categories":[],"category_scores_codex":[0.00213899,0.00006887958,0.0002926193,0.0003292384,0.0000632934,0.000006297571,0.00007026519,0.0001528997,0.0002853491],"category_scores_gemma":[0.003773614,0.0000550646,0.00005617483,0.00008281568,0.0001034221,0.00008304181,0.00004299694,0.0006950026,0.000002012947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001341555,"about_ca_system_score_gemma":0.0004972252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001951321,"about_ca_topic_score_gemma":0.0001556393,"domain_scores_codex":[0.9984922,0.0002551595,0.0005782248,0.00008056693,0.000395265,0.0001985827],"domain_scores_gemma":[0.9956068,0.003753135,0.0002925185,0.00005372688,0.00004814138,0.0002456818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006308545,0.0001343528,0.4574169,0.001421575,0.0001382277,0.002255391,0.2766055,0.000002085807,0.0001543323,0.0004908144,0.00157183,0.2591782],"study_design_scores_gemma":[0.00314065,0.0003857241,0.4936236,0.007701211,0.0001064814,0.0004736413,0.4857803,0.0001178735,0.000009701374,0.000773862,0.007642397,0.0002444888],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997773,0.000248853,0.000209808,0.0002442555,0.001248202,0.00007094786,0.000002557547,0.00000268047,0.0001996978],"genre_scores_gemma":[0.9994665,0.0001233601,0.0001022709,0.00007319023,0.0002013084,0.000003522089,0.000001183837,0.00000678018,0.00002185834],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2589337,"threshold_uncertainty_score":0.4517641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06749405560883649,"score_gpt":0.3894210348080053,"score_spread":0.3219269791991689,"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."}}