{"id":"W4406441986","doi":"10.1016/j.ysur.2014.03.015","title":"10.1016/j.ysur.2014.03.015","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Surgical site infection prevention","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Quality (philosophy); Surgical site infection; Space (punctuation); Intensive care medicine; Surgery","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":[0.0007580962,0.001156785,0.0004981053,0.001671386,0.0009223177,0.002352749,0.000862003,0.003019817,0.8629781],"category_scores_gemma":[0.001586983,0.0004217528,0.0006124551,0.0006594207,0.0007860115,0.001974993,0.001152702,0.001330796,0.7560316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007904487,"about_ca_system_score_gemma":0.00125869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002680157,"about_ca_topic_score_gemma":0.002450617,"domain_scores_codex":[0.9996746,0.00003049285,0.00002991821,0.00007994504,0.00009075036,0.00009424042],"domain_scores_gemma":[0.9990792,0.0001625761,0.0001586334,0.00004447437,0.0001864026,0.0003686966],"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":[0.0003820203,0.0005734443,0.01454941,0.0006942588,0.00005792078,0.000555016,0.0002045433,0.0002806155,0.0009112684,0.005452339,0.2208779,0.7554613],"study_design_scores_gemma":[0.0001159151,0.0003564683,0.02218584,0.00230744,0.0001054126,0.006983423,0.0009472362,0.0006612923,0.0009920556,0.008032751,0.9572502,0.00006189825],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0170291,0.02005638,0.004360386,0.01242836,0.003427244,0.000171323,0.004221373,0.002394957,0.9359107],"genre_scores_gemma":[0.04569523,0.008695072,0.003451289,0.002956999,0.001095387,0.0001259739,0.002733815,0.000391836,0.9348544],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1370219,"threshold_uncertainty_score":0.1954451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006760036885474158,"score_gpt":0.2090099554102301,"score_spread":0.2022499185247559,"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."}}