{"id":"W4414586139","doi":"10.63354/cjwoc.v1i2.15859","title":"NSWOCC Fellowship Award","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Wound Ostomy and Continence","topic":"Stoma care and complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Continental (Canada)","funders":"","keywords":"Excellence; Certification; Specialty; Health care; Honour; Blueprint; Quality (philosophy); 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":[0.0054821,0.0009595274,0.0009245838,0.002138034,0.003006377,0.00490129,0.002375325,0.002764283,0.2641103],"category_scores_gemma":[0.01682586,0.0005167656,0.0008245568,0.0009128851,0.000935179,0.002273639,0.008539537,0.004553254,0.1148616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005603523,"about_ca_system_score_gemma":0.02627923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01062217,"about_ca_topic_score_gemma":0.03619859,"domain_scores_codex":[0.9936305,0.0007267482,0.0002722452,0.0006111991,0.002909571,0.001849838],"domain_scores_gemma":[0.9689199,0.0007606487,0.0005723001,0.0007271313,0.009880705,0.01913932],"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":[0.00004223063,0.0000621109,0.0006414521,0.00008731726,0.000007863434,0.0001936721,0.0001132618,0.00004150056,0.0001540491,0.003540362,0.942298,0.05281836],"study_design_scores_gemma":[0.00001868454,0.00005798745,0.001501787,0.0001415759,0.000005277715,0.000517568,0.0001462335,0.00008772341,0.00006857554,0.001077918,0.9963649,0.00001184515],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008915623,0.007866818,0.004644253,0.1526476,0.1707284,0.001006131,0.00577925,0.001474524,0.6469374],"genre_scores_gemma":[0.02113996,0.00591791,0.00394977,0.02450493,0.01282627,0.0005978319,0.005993247,0.0007183263,0.9243518],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7358897,"threshold_uncertainty_score":0.8835369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009647389670197203,"score_gpt":0.255325380326994,"score_spread":0.2456779906567968,"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."}}