{"id":"W6902271038","doi":"10.6084/m9.figshare.26645461.v1","title":"Additional file 3 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":"Table (database); MEDLINE; Burn injury; Expert system","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":[0.008078298,0.0009846612,0.001337797,0.003211973,0.0009636194,0.002028187,0.002448546,0.001714372,0.8573494],"category_scores_gemma":[0.09448066,0.0006330524,0.001336603,0.004802345,0.0003346606,0.002140564,0.001422945,0.001347876,0.1792827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002148588,"about_ca_system_score_gemma":0.003644115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01120765,"about_ca_topic_score_gemma":0.01518212,"domain_scores_codex":[0.9961162,0.001547194,0.0007500374,0.0004277295,0.0008233038,0.0003356586],"domain_scores_gemma":[0.9223205,0.05214711,0.006040896,0.003026366,0.01428412,0.002181001],"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":[0.0001472432,0.00002283631,0.0004932929,0.0005931096,0.00001128641,0.000008716825,0.00001497637,0.00005880735,0.000005807864,0.0003115553,0.9939073,0.004425263],"study_design_scores_gemma":[0.00606419,0.0001819357,0.02219567,0.01117213,0.0001863928,0.0002747592,0.0003950461,0.0009907291,0.0002741653,0.008467644,0.9496912,0.0001061999],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.0002302431,0.0001041869,0.0006493837,0.001688175,0.0001539074,0.00131768,0.9806548,0.0002907787,0.01491073],"genre_scores_gemma":[0.01506503,0.001023206,0.008768652,0.007120926,0.001217898,0.01920416,0.8786671,0.001584474,0.06734856],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8573494,"threshold_uncertainty_score":0.2034737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05641968798464553,"score_gpt":0.3121946251952791,"score_spread":0.2557749372106336,"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."}}