{"id":"W2082314850","doi":"10.12927/hcq.2014.23787","title":"Compromised Wounds in Canada","year":2014,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Pressure Ulcer Prevention and Management","field":"Health Professions","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Health Information","funders":"","keywords":"Medicine; Health care; Wound care; Diabetes mellitus; Disease; Acute care; Continuing care; Medical emergency; Intensive care medicine; Family medicine; Nursing; Emergency medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0004113486,0.0001715132,0.0003425143,0.002021017,0.003653099,0.001589444,0.0006568738,0.0003457359,0.005213528],"category_scores_gemma":[0.002735102,0.0002681436,0.0003540952,0.005140087,0.0005101602,0.0003975374,0.0009871629,0.000916739,0.0002825201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03327808,"about_ca_system_score_gemma":0.06808794,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9947816,"about_ca_topic_score_gemma":0.9980855,"domain_scores_codex":[0.9989045,0.00004797331,0.00005309777,0.00007436732,0.0005341131,0.0003860503],"domain_scores_gemma":[0.9966127,0.0001181533,0.0004742056,0.00004701742,0.001523217,0.001224695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001578504,0.0001498434,0.8765572,0.0004558606,0.00006400076,0.00121911,0.002382182,0.0002546742,0.0004665878,0.001642279,0.03689995,0.07975047],"study_design_scores_gemma":[0.00001324795,0.00003593186,0.9785774,0.0003014856,0.00002189728,0.0005256057,0.004236716,0.0002782483,0.00008401363,0.000197626,0.01570383,0.00002409647],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9244942,0.01171664,0.0004012148,0.007201248,0.000269451,0.0002391779,0.01646112,0.00006041958,0.0391566],"genre_scores_gemma":[0.9812678,0.008287868,0.0005499873,0.001420468,0.00003704337,0.00004610689,0.002647331,0.00001555705,0.005727885],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03327808,"threshold_uncertainty_score":0.2414505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03019554970253293,"score_gpt":0.3549312468441749,"score_spread":0.324735697141642,"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."}}