{"id":"W2884360229","doi":"10.1016/j.jss.2018.06.062","title":"Does Imaging Before Percutaneous Drain Removal Affect Rates of Intra-abdominal Abscess Recurrence?","year":2018,"lang":"en","type":"article","venue":"Journal of Surgical Research","topic":"Amoebic Infections and Treatments","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Interquartile range; Odds ratio; Abscess; Percutaneous; Confidence interval; Surgery; Retrospective cohort study; Radiology; 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":[],"consensus_categories":[],"category_scores_codex":[0.0019985,0.0002800881,0.0007967967,0.0008392496,0.0003751091,0.001225754,0.0005678899,0.001267192,0.00310725],"category_scores_gemma":[0.03413433,0.0002901575,0.0009188736,0.001029882,0.000509824,0.001767404,0.0002871959,0.001093308,0.0006493856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003190168,"about_ca_system_score_gemma":0.0006642821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001960522,"about_ca_topic_score_gemma":0.002820936,"domain_scores_codex":[0.9984005,0.0006037408,0.0003001419,0.0001743915,0.0002748353,0.000246416],"domain_scores_gemma":[0.9797605,0.009816823,0.006997048,0.0009805352,0.001381679,0.001063483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001307344,0.0001797214,0.9718063,0.0001598492,0.0001673996,0.0002978844,0.0001477053,0.00007454764,0.0004338266,0.00007763365,0.0006373069,0.02471041],"study_design_scores_gemma":[0.00004380443,0.0008377949,0.9919291,0.0003855595,0.0004030699,0.002330532,0.0006271878,0.0004854856,0.0006340122,0.000265336,0.002031653,0.00002659436],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.978654,0.01106724,0.001324775,0.002724995,0.0003780068,0.00003628742,0.0004992608,0.00003606943,0.005279371],"genre_scores_gemma":[0.9962223,0.001863538,0.0007039188,0.0003459728,0.0003265754,0.00001320933,0.000226566,0.00002007721,0.0002779447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00310725,"threshold_uncertainty_score":0.01056921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04618165741563675,"score_gpt":0.4322027803876266,"score_spread":0.3860211229719898,"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."}}