{"id":"W4378193703","doi":"10.1007/s11606-023-08229-w","title":"Misdiagnosis of Uncomplicated Cellulitis: a Systematic Review and Meta-analysis","year":2023,"lang":"en","type":"review","venue":"Journal of General Internal Medicine","topic":"Streptococcal Infections and Treatments","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Cellulitis; Meta-analysis; MEDLINE; Cochrane Library; Cellulite; Cohort study; Pediatrics; Surgery; 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":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.01955705,0.002649796,0.01694424,0.004914473,0.0007852273,0.004018344,0.002695037,0.003484568,0.003883862],"category_scores_gemma":[0.06224433,0.00224418,0.02757108,0.006078787,0.001314424,0.003200328,0.002517868,0.002537464,0.0003358065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002319893,"about_ca_system_score_gemma":0.003151192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007059883,"about_ca_topic_score_gemma":0.02484603,"domain_scores_codex":[0.9783871,0.009517774,0.006955547,0.002536355,0.002096126,0.0005071404],"domain_scores_gemma":[0.9383051,0.04715869,0.009938648,0.00173606,0.002476158,0.0003854062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002531536,0.0000424072,0.0182853,0.3751551,0.5868066,0.0002249189,0.0002168858,0.0002407654,0.0001322381,0.0001116181,0.0006486,0.01560406],"study_design_scores_gemma":[0.0007310835,0.0001760357,0.01037392,0.03106379,0.9557442,0.0002416987,0.0001641065,0.0001532901,0.00007278188,0.0002107739,0.00101944,0.00004885496],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004900409,0.9941171,0.0003045437,0.0001048879,0.0001223164,0.0001041911,0.0002247898,0.000006969181,0.0001147305],"genre_scores_gemma":[0.2666444,0.7275698,0.002521989,0.001710973,0.0003831431,0.000347164,0.0005841844,0.0000305821,0.0002077874],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9830558,"threshold_uncertainty_score":0.1034288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2177051657202415,"score_gpt":0.4475342959217546,"score_spread":0.2298291302015131,"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."}}