{"id":"W4220913007","doi":"10.1093/jbcr/irac012.234","title":"606 Novel application of a surgeon-operated clysis delivery system in burn surgery","year":2022,"lang":"en","type":"article","venue":"Journal of Burn Care & Research","topic":"Thermal Regulation in Medicine","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Eschar; Surgery; Anesthesia; Blood loss; Epinephrine; Vial","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":[0.006446024,0.0001182604,0.0007009584,0.001757843,0.0001111542,0.00001365295,0.0002432195,0.00008196725,0.0001557738],"category_scores_gemma":[0.0005744469,0.0001000018,0.0002175764,0.002026742,0.0001156354,0.00009746623,0.0001305002,0.001086855,0.000004310185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001271757,"about_ca_system_score_gemma":0.0009745545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007241385,"about_ca_topic_score_gemma":0.00002961945,"domain_scores_codex":[0.9952326,0.0005135488,0.001185427,0.0001940067,0.002523468,0.0003509839],"domain_scores_gemma":[0.9953277,0.0008382362,0.0004606225,0.0003557418,0.002814184,0.0002035165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006521353,0.001504576,0.4536377,0.003072887,0.0005727542,0.001822586,0.01245347,0.01086234,0.4010916,0.0003827264,0.006018288,0.1020598],"study_design_scores_gemma":[0.01365233,0.003140506,0.6504664,0.004240694,0.0004335544,0.005065805,0.2294649,0.01695979,0.02075857,0.00003967061,0.05514163,0.0006361877],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949135,0.00301668,0.0003739127,0.0007861446,0.0001917193,0.0003972428,0.00001530659,0.00001713723,0.0002883217],"genre_scores_gemma":[0.9992572,0.0001002994,0.0001144802,0.00004209002,0.0002634129,0.00003698962,0.00002319728,0.00003889787,0.0001234278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.380333,"threshold_uncertainty_score":0.4721905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0533065094965724,"score_gpt":0.3615009782752405,"score_spread":0.3081944687786681,"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."}}