{"id":"W4399491071","doi":"10.56885/mjve5671","title":"Community Nurses In Canada: A Focus On Skin And The Prevention And Management Of Wounds","year":2024,"lang":"en","type":"article","venue":"Wound Care Canada","topic":"Pressure Ulcer Prevention and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Focus (optics); Medicine; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001678521,0.0003500568,0.000338767,0.0008831359,0.01913146,0.004944912,0.001210078,0.00275983,0.004234148],"category_scores_gemma":[0.002721285,0.0002989065,0.0003269195,0.001572505,0.006098284,0.001407853,0.005316248,0.004789968,0.0002530111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05365054,"about_ca_system_score_gemma":0.2984647,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.97683,"about_ca_topic_score_gemma":0.9957142,"domain_scores_codex":[0.9966749,0.0005112938,0.00007025703,0.0001881444,0.001022782,0.001532751],"domain_scores_gemma":[0.992191,0.0005634607,0.0002720635,0.00004956355,0.00155393,0.005369995],"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":[0.0002572196,0.0007452338,0.05983984,0.0036187,0.00005569994,0.009495157,0.1762421,0.0006587554,0.004686113,0.03685221,0.2414798,0.4660692],"study_design_scores_gemma":[0.00004709425,0.0002710674,0.09142438,0.0028807,0.00004577347,0.003004851,0.2956456,0.000204383,0.0003634072,0.002928932,0.6030707,0.0001132253],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.270703,0.1550242,0.001563394,0.4116589,0.007363162,0.0003384736,0.0001621487,0.0001025879,0.1530842],"genre_scores_gemma":[0.7691861,0.1123947,0.002793454,0.07075566,0.0007823054,0.0001225127,0.0001046779,0.0000756029,0.04378498],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05365054,"threshold_uncertainty_score":0.3892637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01968205549941874,"score_gpt":0.3303503172349266,"score_spread":0.3106682617355079,"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."}}