{"id":"W4398146043","doi":"10.14740/jcs474","title":"Necrotizing Breast Infection: A Rare Entity and a Management Challenge","year":2024,"lang":"en","type":"article","venue":"Journal of Current Surgery","topic":"Breast Lesions and Carcinomas","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Surgery; General surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008677483,0.001392384,0.001357829,0.001999553,0.002087752,0.002649571,0.0008676312,0.005508903,0.002097266],"category_scores_gemma":[0.005948413,0.0005459436,0.0004226042,0.00170934,0.001876209,0.003542766,0.002070474,0.004108557,0.001111226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000593224,"about_ca_system_score_gemma":0.001049706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004694144,"about_ca_topic_score_gemma":0.0007712013,"domain_scores_codex":[0.9986367,0.0003655849,0.0002069466,0.0001860081,0.0002802185,0.0003245376],"domain_scores_gemma":[0.9971014,0.000968968,0.0009714722,0.0001532685,0.0002271506,0.0005777291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0001033704,0.0001025667,0.0333566,0.0006590112,0.00004490791,0.8872159,0.000642333,0.0004035619,0.001805347,0.003156561,0.01414005,0.05836984],"study_design_scores_gemma":[0.000005916561,0.00002739346,0.001937393,0.0002218264,0.00001097496,0.9911276,0.0006700712,0.0002032087,0.0001417616,0.001445676,0.004193589,0.00001456169],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.379415,0.4823138,0.02168364,0.06819159,0.005837544,0.000280901,0.0005631223,0.0006307194,0.04108363],"genre_scores_gemma":[0.8658857,0.1055329,0.007122679,0.00684602,0.01189051,0.00009984146,0.0003491279,0.00007130049,0.002201898],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005508903,"threshold_uncertainty_score":0.007016122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04533606762736901,"score_gpt":0.3030173074464998,"score_spread":0.2576812398191308,"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."}}