{"id":"W2259597047","doi":"","title":"Preoperative skin antiseptics for preventing surgical site infections: what to do?","year":2014,"lang":"en","type":"article","venue":"PubMed","topic":"Surgical site infection prevention","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Antiseptic; Chlorhexidine; Infection control; Randomized controlled trial; Intensive care medicine; Systematic review; Health care; Critical appraisal; Surgery; MEDLINE; Alternative medicine; Dentistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.02512817,0.001973054,0.00534092,0.004878028,0.001824695,0.008322891,0.002920578,0.006224471,0.007150496],"category_scores_gemma":[0.09034477,0.0008415291,0.002602566,0.00412765,0.003921119,0.007546301,0.001769843,0.006315038,0.001898726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01139468,"about_ca_system_score_gemma":0.0706756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09976712,"about_ca_topic_score_gemma":0.1840314,"domain_scores_codex":[0.984651,0.005984558,0.002608051,0.0008566383,0.005241974,0.0006578561],"domain_scores_gemma":[0.9089657,0.04614881,0.01046068,0.001488472,0.02861726,0.004319067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005823458,0.0002813301,0.005065652,0.1885302,0.001182713,0.0001741828,0.001331464,0.0002980653,0.0004632715,0.004115733,0.1406837,0.6572913],"study_design_scores_gemma":[0.0008312791,0.0005183103,0.01641239,0.639169,0.00403123,0.0004542246,0.004836556,0.000701804,0.000516708,0.01242322,0.319868,0.0002372202],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.0009117717,0.7982545,0.000532605,0.1944643,0.003207101,0.0002049501,0.0002620462,0.00005466314,0.002107959],"genre_scores_gemma":[0.02058908,0.9146073,0.007113304,0.05139817,0.004386772,0.000476312,0.0003417408,0.00003899102,0.001048271],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.09976712,"threshold_uncertainty_score":0.1983728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01948412380560043,"score_gpt":0.2851951654028536,"score_spread":0.2657110415972532,"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."}}