{"id":"W2141963231","doi":"10.1111/j.1742-481x.2008.00474.x","title":"Vacuum‐assisted closure home care training: a process to link education to improved patient outcomes","year":2008,"lang":"en","type":"review","venue":"International Wound Journal","topic":"Surgical site infection prevention","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Women's College Hospital","funders":"","keywords":"Medicine; Link (geometry); Closure (psychology); Process (computing); Training (meteorology); Medical education; Nursing; Computer network; Operating system","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.003107209,0.0005888476,0.0009809849,0.001727454,0.0003643695,0.001064762,0.0009834723,0.001427224,0.002866935],"category_scores_gemma":[0.004507854,0.0001998438,0.0006271605,0.001180317,0.0004594585,0.001352586,0.0008798359,0.001507828,0.0005987139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001133339,"about_ca_system_score_gemma":0.003375205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001718046,"about_ca_topic_score_gemma":0.002397648,"domain_scores_codex":[0.9992213,0.0003994926,0.00007241465,0.0000649903,0.0002057583,0.00003609846],"domain_scores_gemma":[0.9987935,0.0008104999,0.0001431871,0.00003732994,0.0001690869,0.00004630013],"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":[0.00003669351,0.0002248211,0.0002313056,0.01297385,0.00007695145,0.00008104002,0.0001650751,0.0001617264,0.0004490208,0.003701945,0.00361091,0.9782867],"study_design_scores_gemma":[0.0003777799,0.001614762,0.01652739,0.08904321,0.001042381,0.004159362,0.001632868,0.001379144,0.004940742,0.01257149,0.8666288,0.00008214086],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002577239,0.9805611,0.004229565,0.003898805,0.0006026638,0.0004404769,0.00002723387,0.00005030982,0.007612704],"genre_scores_gemma":[0.01602154,0.9666239,0.01405456,0.000945383,0.0001992857,0.0003228954,0.0000311934,0.000005152773,0.001796112],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003107209,"threshold_uncertainty_score":0.01643264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04966316287412364,"score_gpt":0.4015280038077449,"score_spread":0.3518648409336213,"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."}}