{"id":"W6976973456","doi":"10.6084/m9.figshare.26645470.v1","title":"Additional file 6 of An international RAND/UCLA expert panel to determine the optimal diagnosis and management of burn inhalation injury","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Burn Injury Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre; Université de Montréal; Centre Hospitalier de l’Université de Montréal; Toronto Western Hospital","funders":"","keywords":"Inhalation; Interquartile range; Bronchoscopy; Burn injury","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007632622,0.0008812455,0.001207916,0.002887944,0.0009413034,0.001419944,0.001881009,0.001383674,0.8360989],"category_scores_gemma":[0.09303511,0.0005164657,0.001023117,0.00412772,0.0002252114,0.001910918,0.001130485,0.00128038,0.1745179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001985103,"about_ca_system_score_gemma":0.003167811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008098413,"about_ca_topic_score_gemma":0.01293748,"domain_scores_codex":[0.9965712,0.001260833,0.0007717574,0.0003327014,0.0007476357,0.0003159964],"domain_scores_gemma":[0.9267347,0.04432225,0.006415373,0.00290031,0.01769749,0.001929786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008449436,0.00002131155,0.0005382838,0.0003481922,0.000006076716,0.00001088295,0.00002072079,0.00004064555,0.000006845025,0.0001682876,0.9934937,0.005260452],"study_design_scores_gemma":[0.00468231,0.0001571726,0.03432857,0.0105538,0.0001004899,0.000272316,0.0007230713,0.001272936,0.0002416793,0.005454779,0.9420975,0.0001153109],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.0006487849,0.0001259192,0.000824324,0.002649554,0.0002357437,0.002520662,0.9662528,0.0003638727,0.02637832],"genre_scores_gemma":[0.02706919,0.001058566,0.01302,0.008192066,0.001399559,0.02830926,0.8446612,0.001382506,0.07490762],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8360989,"threshold_uncertainty_score":0.2337849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05641884908497701,"score_gpt":0.312315832855554,"score_spread":0.255896983770577,"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."}}