{"id":"W4368356338","doi":"10.1093/jbcr/irad062","title":"Who Gets Burned in Brazil?","year":2023,"lang":"en","type":"article","venue":"Journal of Burn Care & Research","topic":"Burn Injury Management and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008396796,0.0001691248,0.0003893744,0.001295532,0.0008678855,0.001145715,0.0004680114,0.0005445664,0.004218413],"category_scores_gemma":[0.004185931,0.0002892648,0.0004132361,0.001571119,0.0007708248,0.0009720914,0.001049216,0.0007947717,0.00044997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001751174,"about_ca_system_score_gemma":0.003212072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1039791,"about_ca_topic_score_gemma":0.1099874,"domain_scores_codex":[0.9993525,0.0001585915,0.00009131788,0.00009585688,0.0001435178,0.0001581595],"domain_scores_gemma":[0.9989496,0.0001962844,0.0004259,0.00004330579,0.0001484859,0.0002364625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007428585,0.0001002068,0.9151611,0.001246566,0.00008069553,0.002843238,0.01685901,0.00005431863,0.0006172098,0.00293467,0.007536576,0.0524922],"study_design_scores_gemma":[0.00001507718,0.0001275742,0.8976358,0.004009122,0.00009314734,0.005926704,0.05270101,0.0002821559,0.0001651001,0.001708363,0.03728569,0.00005037892],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9279422,0.0238729,0.0003127569,0.0239402,0.0002739053,0.0001177521,0.003102537,0.00003803475,0.02039971],"genre_scores_gemma":[0.9792178,0.01672693,0.0002845738,0.001887833,0.00008866697,0.00004603967,0.0006835353,0.00001523136,0.001049404],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1039791,"threshold_uncertainty_score":0.2067478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08849432355824127,"score_gpt":0.454065127023815,"score_spread":0.3655708034655737,"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."}}