{"id":"W4385421344","doi":"10.7748/nop.35.4.16.s6","title":"Cellulitis: symptoms and detection in all skin tones","year":2023,"lang":"en","type":"article","venue":"Nursing Older People","topic":"Streptococcal Infections and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Cellulitis; Medicine; Dermatology; Intensive care 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004216194,0.00007971926,0.000127318,0.00017677,0.00005402299,0.00001643176,0.00001237508,0.00005891932,0.00004952955],"category_scores_gemma":[0.00001203259,0.00007338721,0.00003125155,0.0003804409,0.00002546549,0.00004835159,0.000006688268,0.00007292159,0.00006361208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007892121,"about_ca_system_score_gemma":0.00001128124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004243101,"about_ca_topic_score_gemma":0.0003274744,"domain_scores_codex":[0.9994528,0.00001469451,0.0001035022,0.0001775397,0.00007507679,0.000176352],"domain_scores_gemma":[0.9997669,0.00003320598,0.00001759339,0.0001042617,0.00001587754,0.0000621155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005263526,0.0005263531,0.6149718,0.00007507656,0.00006807941,0.00006013273,0.005644811,0.00001230805,0.00551863,0.00008015478,0.0007469949,0.3722431],"study_design_scores_gemma":[0.001194163,0.0001598667,0.9913234,0.000194771,0.00004778129,0.0000755107,0.0003775874,0.0007070523,0.00523583,0.0002333797,0.0003802031,0.00007046248],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971789,0.0001175268,0.00008347629,0.0004728529,0.0002560149,0.0002558869,0.000001912167,0.0001333514,0.001500149],"genre_scores_gemma":[0.9990757,0.00003818393,0.00003800897,0.0000415434,0.00005863835,0.00004737028,0.00002054376,0.00001336257,0.0006666394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3763517,"threshold_uncertainty_score":0.2992643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02106570631531493,"score_gpt":0.3172027416943154,"score_spread":0.2961370353790004,"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."}}