{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007240318,0.0001274418,0.0002668015,0.00009580914,0.0002481964,0.000006147641,0.0001891928,0.00008236475,0.0004749156],"category_scores_gemma":[0.00002283386,0.0001255804,0.00003097953,0.0001621031,0.00001151166,0.00006799023,0.00002516256,0.0004842227,0.0002002681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007166393,"about_ca_system_score_gemma":0.001616564,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9605139,"about_ca_topic_score_gemma":0.9968861,"domain_scores_codex":[0.9972742,0.001044283,0.0005698716,0.0002679959,0.0002569853,0.0005867329],"domain_scores_gemma":[0.9989887,0.000191074,0.0001454576,0.0003854244,0.0000748387,0.000214517],"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":[0.0002244946,0.0001786041,0.2779408,0.00354837,0.00005586666,0.00004807664,0.0149291,0.00001700637,0.00006899888,0.1020559,0.1919993,0.4089336],"study_design_scores_gemma":[0.002090424,0.0001963955,0.4233475,0.0002097262,0.000006424941,6.778957e-7,0.00627377,0.0008580121,0.000001313318,0.002920696,0.5638617,0.0002333666],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6431952,0.0005386834,0.008057546,0.1315741,0.01121144,0.007784317,0.00007515406,0.0006435223,0.1969201],"genre_scores_gemma":[0.9874359,0.00000445456,0.0001578244,0.009780571,0.0001635493,0.0002016676,0.00002180087,0.0000175401,0.002216738],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4087002,"threshold_uncertainty_score":0.5199993,"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."}}