{"id":"W4406455200","doi":"10.1016/j.yort.2015.04.025","title":"10.1016/j.yort.2015.04.025","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Surgical site infection prevention","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Surgical site infection; Colonization; Surgery; 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":[0.0004942479,0.0008951281,0.0004153819,0.001064679,0.0007432647,0.001873202,0.000686489,0.002541066,0.8571184],"category_scores_gemma":[0.00104843,0.0003666105,0.0005156185,0.0004004799,0.0006387672,0.001543862,0.000850182,0.001138632,0.6826654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006322734,"about_ca_system_score_gemma":0.0009946992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002438537,"about_ca_topic_score_gemma":0.002817915,"domain_scores_codex":[0.999808,0.00002165542,0.000015498,0.00004692471,0.00005017645,0.00005776017],"domain_scores_gemma":[0.9994337,0.0001011934,0.0001007172,0.00002352605,0.0001011769,0.0002397651],"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":[0.0004373097,0.0005967157,0.01149997,0.0007406122,0.00005414031,0.0005928927,0.0002172871,0.0001963558,0.0009785903,0.004871185,0.2511619,0.728653],"study_design_scores_gemma":[0.0001491792,0.000423306,0.02143651,0.003002177,0.00009756429,0.005762317,0.0009028887,0.0004653023,0.0007788506,0.00628373,0.9606491,0.00004898739],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01292154,0.02329471,0.00256642,0.01241097,0.002833714,0.0001393478,0.00317914,0.001513133,0.941141],"genre_scores_gemma":[0.03885811,0.01097397,0.002468634,0.002861112,0.001075426,0.0001168661,0.001799529,0.0002481471,0.9415982],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1428816,"threshold_uncertainty_score":0.2038032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006953275364203101,"score_gpt":0.220915554141216,"score_spread":0.2139622787770129,"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."}}