{"id":"W1546467694","doi":"10.1002/9781444303674.ch56","title":"Soft Tissue Abscess","year":2008,"lang":"en","type":"other","venue":"","topic":"Infectious Diseases and Tuberculosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Abscess; Soft tissue; Medicine; General surgery; Surgery","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000008595235,0.0001468512,0.0002488826,0.000115225,0.00002061342,0.000005025117,0.00003407013,0.0001928765,0.0728614],"category_scores_gemma":[0.000007806366,0.0001118345,0.00009098021,0.00006102088,0.00003198539,0.000005977334,0.00001414423,0.00009352571,0.003245267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002130843,"about_ca_system_score_gemma":0.00005661625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00132086,"about_ca_topic_score_gemma":0.0001070009,"domain_scores_codex":[0.9994602,0.000004812127,0.00007909457,0.0001760774,0.000139101,0.0001407201],"domain_scores_gemma":[0.9995854,0.00000575673,0.00003514974,0.0002430838,0.00001868278,0.000111878],"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":[0.00000519674,0.0000902242,0.0007998383,0.0001323891,0.0001113869,0.0001185694,0.000006655263,4.621211e-8,0.000005459191,0.00008846304,0.9944574,0.004184384],"study_design_scores_gemma":[0.0003620514,0.0000514016,0.0006555456,0.0001078329,0.0001397473,0.0001185657,0.000003760889,0.000002515707,0.00004055949,0.000007960447,0.9983771,0.0001329153],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00005035002,0.001350199,0.0001240351,0.0001479067,0.0002361942,0.0002374699,0.00001575841,0.0004066942,0.9974314],"genre_scores_gemma":[0.001637791,0.0007588046,0.000140016,0.001146961,0.0008811727,0.00001268534,0.00006182949,0.0003354549,0.9950253],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06961613,"threshold_uncertainty_score":0.9975308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009057738484848097,"score_gpt":0.2712361872428108,"score_spread":0.2621784487579627,"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."}}