{"id":"W4410538165","doi":"10.56885/739471ebgnxn","title":"Wound Care Institute: Graduates Share Their Experiences","year":2025,"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":"Wound care; Medicine; Medical education; Intensive care medicine","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":[0.003832917,0.0003198671,0.0003721306,0.0008089554,0.0106331,0.005129386,0.00109834,0.00263837,0.01343692],"category_scores_gemma":[0.008582511,0.000331164,0.0003433719,0.001169543,0.003330956,0.002944991,0.00693624,0.00584209,0.001533141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00545948,"about_ca_system_score_gemma":0.01172136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05691622,"about_ca_topic_score_gemma":0.1366719,"domain_scores_codex":[0.9958335,0.0007611259,0.00008417021,0.0002119605,0.001130339,0.001978821],"domain_scores_gemma":[0.9829165,0.0009199603,0.0007044481,0.0002528045,0.002577219,0.01262899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001929337,0.001161228,0.07672252,0.0005018736,0.00003885158,0.002848573,0.5536352,0.0001721872,0.00285754,0.005069363,0.2358999,0.1208999],"study_design_scores_gemma":[0.00001477511,0.0002909309,0.04068599,0.000377733,0.00001343332,0.001169746,0.6601338,0.00008678866,0.0003916633,0.0003254173,0.2964346,0.00007520092],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8250102,0.004337592,0.001112376,0.08369985,0.003005092,0.0002386212,0.0006813821,0.0002657342,0.08164915],"genre_scores_gemma":[0.9238235,0.003827183,0.0008961922,0.02040612,0.0005168103,0.0001325587,0.0003402722,0.0001256138,0.04993185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05691622,"threshold_uncertainty_score":0.1131698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02741970380035756,"score_gpt":0.3470140385617845,"score_spread":0.3195943347614269,"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."}}