{"id":"W3080736181","doi":"10.1503/cjs.017119","title":"Does antibiotic therapy prevent fistula in-ano after incision and drainage of simple perianal abscess?","year":2020,"lang":"en","type":"letter","venue":"Canadian Journal of Surgery","topic":"Anorectal Disease Treatments and Outcomes","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Perianal Abscess; Incision and drainage; Surgery; Abscess; Fistula; Drainage; Antibiotics; Rectal fistula; Antibiotic therapy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000145557,0.0002451344,0.0009483062,0.0005785007,0.0000359113,0.00003263378,0.0000809125,0.0002016735,0.0005727664],"category_scores_gemma":[0.0001137332,0.0001419117,0.0003690427,0.0001486477,0.0001325338,0.00008326027,0.00001153126,0.0005255732,0.000001970107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001576686,"about_ca_system_score_gemma":0.001484514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001551151,"about_ca_topic_score_gemma":0.001462382,"domain_scores_codex":[0.9985523,0.00008160769,0.0006086892,0.0001883331,0.0002675925,0.0003015075],"domain_scores_gemma":[0.9987219,0.000190992,0.0003440944,0.0001577293,0.00008999759,0.0004952864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003671279,0.00005435248,0.7106059,0.0006046842,0.0004567337,0.05571199,0.0004866586,2.760871e-7,0.00003617497,0.000001368642,0.2239792,0.007695498],"study_design_scores_gemma":[0.0008314373,0.0001718356,0.8261698,0.001359724,0.0002419552,0.0002077765,0.0001026581,0.000002271331,0.0001129982,0.0002089259,0.1703419,0.000248727],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8455797,0.004664186,0.0000011313,0.1487724,0.0004051253,0.0002107785,0.0001719058,0.000002920552,0.0001918514],"genre_scores_gemma":[0.8996027,0.0004455607,0.00001527941,0.09884942,0.0006852923,0.00000135557,0.00005986984,0.0000359696,0.0003045324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1155639,"threshold_uncertainty_score":0.6271391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02178641221975016,"score_gpt":0.2500159263347373,"score_spread":0.2282295141149871,"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."}}