{"id":"W6958125359","doi":"10.6084/m9.figshare.26645458","title":"Additional file 2 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":"Expert system; Table (database); MEDLINE; 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":[0.00366109,0.0008063599,0.001133402,0.002832303,0.00082062,0.001428475,0.001883222,0.00154264,0.8727146],"category_scores_gemma":[0.06825899,0.0005356713,0.0009725,0.004158881,0.0002451006,0.001940255,0.001074036,0.001195205,0.1614985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001693882,"about_ca_system_score_gemma":0.002551205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01043064,"about_ca_topic_score_gemma":0.01448609,"domain_scores_codex":[0.9980065,0.0006146314,0.0004186552,0.0003028779,0.0004453622,0.0002119938],"domain_scores_gemma":[0.9509329,0.03406772,0.003615513,0.001756581,0.008488817,0.001138471],"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":[0.0001048083,0.00002211497,0.000601542,0.0004779492,0.000009534833,0.00001441892,0.00001509212,0.00006502851,0.000007222759,0.0003495792,0.993221,0.005111642],"study_design_scores_gemma":[0.00465438,0.0001483764,0.02715761,0.009807607,0.0001676646,0.0004572533,0.0003970549,0.001090367,0.0002593491,0.01018316,0.9455658,0.0001113725],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.0002730987,0.0001102275,0.0004973466,0.001370552,0.0001180052,0.0006291374,0.9828808,0.0002423941,0.01387837],"genre_scores_gemma":[0.01728125,0.001022903,0.006806842,0.006393982,0.0009881287,0.008345005,0.9018389,0.001179358,0.0561436],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8727146,"threshold_uncertainty_score":0.1815571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05545285221833326,"score_gpt":0.3120286198909416,"score_spread":0.2565757676726084,"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."}}