{"id":"W4211154553","doi":"10.1007/978-3-030-18940-2_42","title":"Frostbite","year":2019,"lang":"ru","type":"book-chapter","venue":"","topic":"Burn Injury Management and Outcomes","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Frostbite; Medicine; Watchful waiting; Amputation; Surgery; Soft tissue; Presentation (obstetrics); Cold injury; Internal 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":[0.0001359124,0.0006662332,0.000380097,0.0007360273,0.001129952,0.001249575,0.0005916122,0.00111501,0.1754381],"category_scores_gemma":[0.0004347768,0.0001917384,0.0004883375,0.0002882748,0.0005074087,0.0009738286,0.001269642,0.001995615,0.06466032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003961292,"about_ca_system_score_gemma":0.0004304736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001313977,"about_ca_topic_score_gemma":0.004638326,"domain_scores_codex":[0.9998629,0.00001523396,0.00000390242,0.00002279389,0.00007274107,0.00002238851],"domain_scores_gemma":[0.9999454,0.00001228951,0.000004683514,0.000008476472,0.00001443839,0.00001477769],"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":[0.00004522737,0.00008850605,0.0001760155,0.0002004126,0.000005597858,0.0005070186,0.0002195695,0.0001338276,0.001441037,0.02296563,0.5438974,0.4303196],"study_design_scores_gemma":[0.000004031423,0.00003563536,0.0003842817,0.0001871745,0.00000269263,0.001127163,0.00009672396,0.00007966364,0.0002821172,0.002820286,0.9949756,0.000004740912],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001698754,0.008796309,0.002779634,0.002909941,0.003406655,0.00007322012,0.0001710502,0.000331517,0.979833],"genre_scores_gemma":[0.005062735,0.002994224,0.001219983,0.001188952,0.0003814349,0.00002360031,0.000092095,0.00008451048,0.9889525],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1754381,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02661749122651856,"score_gpt":0.2659694230068392,"score_spread":0.2393519317803206,"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."}}