{"id":"W4286325775","doi":"10.2196/37888","title":"From the Cochrane Library: Interventions for Cellulitis and Erysipelas","year":2022,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Streptococcal Infections and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Erysipelas; Cellulitis; Medicine; Dermatology; Psychological intervention; Cochrane Library; Intensive care medicine; Internal medicine; Meta-analysis; Nursing","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":[0.003337751,0.001971911,0.006852411,0.01011199,0.0009201079,0.004141192,0.001647931,0.004462396,0.1377889],"category_scores_gemma":[0.0296734,0.0009672213,0.004353723,0.0104742,0.0005759444,0.002706292,0.001496973,0.003299997,0.006865407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004927266,"about_ca_system_score_gemma":0.009547032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01543645,"about_ca_topic_score_gemma":0.02964805,"domain_scores_codex":[0.9963431,0.001288614,0.001004748,0.0003168709,0.0008276611,0.000219114],"domain_scores_gemma":[0.983676,0.01162429,0.002335127,0.0002116291,0.001452592,0.0007003231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.001565669,0.00007525906,0.0003850933,0.7322615,0.003968558,0.0001238344,0.0000919251,0.0002680232,0.0001433798,0.002173007,0.1465895,0.1123543],"study_design_scores_gemma":[0.009958235,0.0004842465,0.004458679,0.7218574,0.02012973,0.000303141,0.000256658,0.0003013148,0.0002668747,0.003664987,0.2381862,0.0001324007],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001132119,0.9296588,0.0005367135,0.005868926,0.002758269,0.004496619,0.02238751,0.0004605786,0.03270052],"genre_scores_gemma":[0.01737609,0.9473117,0.002404407,0.009248568,0.001289779,0.007456726,0.00585945,0.000114972,0.00893829],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1377889,"threshold_uncertainty_score":0.4609497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02853185461128784,"score_gpt":0.3372745865143746,"score_spread":0.3087427319030868,"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."}}