{"id":"W4414586140","doi":"10.63354/cjwoc.v1i2.15285","title":"NSWOCC President's Award","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Wound Ostomy and Continence","topic":"Pressure Ulcer Prevention and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Continental (Canada)","funders":"","keywords":"Champion; Mentorship; Privilege (computing); Honour; Specialty; Ivory tower; Career development; Best practice","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004936547,0.0008843275,0.0008107708,0.001882912,0.002888474,0.005564547,0.001220776,0.003135214,0.1793546],"category_scores_gemma":[0.009380286,0.0004188316,0.0007871055,0.0006364875,0.0007758607,0.001653028,0.00424865,0.004563802,0.09855192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006355074,"about_ca_system_score_gemma":0.02517017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02345881,"about_ca_topic_score_gemma":0.07634855,"domain_scores_codex":[0.993206,0.0004413568,0.0002322741,0.000403256,0.0043834,0.001333719],"domain_scores_gemma":[0.980361,0.0002817426,0.0003032393,0.000339237,0.008122464,0.01059224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001903131,0.00002643645,0.0001954669,0.00004434003,0.000003306591,0.00009184638,0.0000277993,0.00001766286,0.00009017262,0.001227875,0.98023,0.018026],"study_design_scores_gemma":[0.000006672502,0.00002266355,0.0009127971,0.00005037455,0.00000247463,0.0001307085,0.00004728209,0.00003791867,0.00004588772,0.000167698,0.9985689,0.000006722496],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003768066,0.008064243,0.00121526,0.1323162,0.4120944,0.0005260521,0.001537095,0.0005091903,0.4399695],"genre_scores_gemma":[0.006438558,0.002825123,0.0006446601,0.01306234,0.01294379,0.0001317201,0.0007413513,0.0001513882,0.963061],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8206455,"threshold_uncertainty_score":0.6000008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01591141663306651,"score_gpt":0.3476584403040039,"score_spread":0.3317470236709374,"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."}}