{"id":"W3047644312","doi":"10.1111/iwj.13464","title":"Reliability and feasibility of registered nurses conducting web‐based surgical site infection surveillance in the community: A prospective cohort study","year":2020,"lang":"en","type":"article","venue":"International Wound Journal","topic":"Surgical site infection prevention","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cape Breton University","funders":"Cape Breton University","keywords":"Medicine; Concordance; Surgical site infection; Cohort; Web site; Emergency medicine; Prospective cohort study; Surgical wound; Health care; Cohort study; Medical emergency; Family medicine; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.01540249,0.0003497156,0.0004678442,0.001028716,0.000726929,0.001061223,0.0007937605,0.000544448,0.0007617166],"category_scores_gemma":[0.04338626,0.0005620249,0.0006440891,0.0007579846,0.0006854295,0.0007822682,0.001113169,0.0005613027,0.0004243643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007290995,"about_ca_system_score_gemma":0.001208524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01102189,"about_ca_topic_score_gemma":0.01477116,"domain_scores_codex":[0.9851856,0.007326099,0.001640428,0.001512454,0.003576128,0.0007592356],"domain_scores_gemma":[0.9662068,0.01064091,0.007023902,0.00353685,0.01131152,0.001279819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001404615,0.0001809807,0.9952444,0.00002500978,0.00005505631,0.00003902721,0.001659917,0.00004194291,0.0002134791,0.000009345314,0.00009038266,0.002299926],"study_design_scores_gemma":[0.00002902697,0.001126628,0.9938387,0.0000377252,0.00003903372,0.0001738712,0.003178458,0.0008871648,0.0002585759,0.00001558605,0.0003969857,0.0000181911],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991042,0.000044722,0.0003224772,0.00002094731,0.00001135773,0.000102963,0.00009824162,0.000004354491,0.0002909024],"genre_scores_gemma":[0.9989552,0.0000486532,0.0005526611,0.00002223645,0.000007674194,0.0001116261,0.0001693811,0.000005031751,0.0001275694],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01540249,"threshold_uncertainty_score":0.08145714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1038774808781977,"score_gpt":0.3893135397306817,"score_spread":0.285436058852484,"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."}}