{"id":"W4406542012","doi":"10.1016/j.ysur.2014.03.048","title":"10.1016/j.ysur.2014.03.048","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Surgical site infection prevention","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Randomized controlled trial; Bowel preparation; Antibiotics; Colorectal cancer; Surgery; Cancer; Internal medicine; Colonoscopy; Microbiology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000748987,0.001210586,0.0005105968,0.00171539,0.0009256579,0.002389671,0.0008869999,0.003108488,0.8727995],"category_scores_gemma":[0.001528772,0.0004458342,0.0006235143,0.0006982653,0.0007951607,0.002021175,0.001173281,0.001385772,0.7748716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007733377,"about_ca_system_score_gemma":0.001271773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002703503,"about_ca_topic_score_gemma":0.002443294,"domain_scores_codex":[0.9996792,0.00002915887,0.00003000625,0.00008403334,0.00008835507,0.00008930905],"domain_scores_gemma":[0.9991013,0.0001604974,0.0001570845,0.00004544316,0.0001835283,0.0003521531],"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":[0.0003720238,0.0005597072,0.01428355,0.0006980125,0.00005835526,0.0005518296,0.0001983418,0.0002839314,0.0008905854,0.005435681,0.2203761,0.7562919],"study_design_scores_gemma":[0.0001187132,0.0003431161,0.02092012,0.002355941,0.0001052532,0.006913968,0.0009143116,0.0006677359,0.0009497512,0.008022171,0.9586251,0.00006380382],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0157784,0.01999883,0.004206594,0.01196035,0.003510078,0.0001769135,0.004382768,0.002525791,0.9374601],"genre_scores_gemma":[0.04219812,0.008409997,0.003237657,0.002967507,0.001053372,0.0001304917,0.002734649,0.0004067675,0.9388614],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1272005,"threshold_uncertainty_score":0.1814361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006293186749445828,"score_gpt":0.2068528816442133,"score_spread":0.2005596948947675,"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."}}