{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001017244,0.0002075432,0.0002431087,0.00009147242,0.00111518,0.00004032028,0.0004382777,0.0001092296,0.0009449556],"category_scores_gemma":[0.00006931313,0.0001784943,0.00006631584,0.0002855929,0.0000650789,0.0001511616,0.0002796797,0.0003485119,0.00002151705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009467685,"about_ca_system_score_gemma":0.002833896,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4447443,"about_ca_topic_score_gemma":0.9638752,"domain_scores_codex":[0.9983305,0.0001788667,0.0003519937,0.0003716439,0.0002966616,0.0004703437],"domain_scores_gemma":[0.9989115,0.00008633975,0.00009947367,0.0004710019,0.0002933078,0.000138359],"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":[0.0000336964,0.00002500267,0.009113985,0.002567571,0.0001934823,0.0000566089,0.09057714,0.00003653009,0.00002098517,0.01828831,0.8579171,0.02116957],"study_design_scores_gemma":[0.0002753893,0.000008268677,0.002322489,0.0001490718,0.00002069344,1.785143e-7,0.303539,0.000003016097,0.00004638832,0.0001742339,0.6933284,0.0001328711],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3703259,0.01712878,0.0006310001,0.007939226,0.02567414,0.004925843,0.000519805,0.0005090892,0.5723463],"genre_scores_gemma":[0.974359,0.00003424698,0.00003923358,0.005650015,0.0001519395,0.0007663004,0.0002161616,0.00001364379,0.01876945],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6040332,"threshold_uncertainty_score":0.9999683,"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."}}