{"id":"W4416026622","doi":"10.1177/15589447251387287","title":"Improving Culturally Sensitive Care in Digit Amputations: A Quality Improvement Project","year":2025,"lang":"en","type":"article","venue":"Hand","topic":"Prosthetics and Rehabilitation Robotics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Quality management; Patient education; Numerical digit; Culturally sensitive; Amputation; Quality (philosophy); Value (mathematics); Maintenance of Certification","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0499252,0.000681971,0.0004898763,0.001411529,0.002869858,0.003292836,0.002177109,0.001041321,0.002821389],"category_scores_gemma":[0.04002177,0.0004722835,0.001202769,0.002302865,0.002320678,0.002006297,0.009672971,0.003193116,0.0003268428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00687617,"about_ca_system_score_gemma":0.05400709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009399345,"about_ca_topic_score_gemma":0.008281759,"domain_scores_codex":[0.9692442,0.02118827,0.001906997,0.0008987663,0.004465804,0.002295865],"domain_scores_gemma":[0.9431846,0.01049493,0.007656709,0.003596123,0.009579716,0.02548798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001105465,0.01908379,0.241668,0.005012393,0.0005033259,0.0009245051,0.03574493,0.005643324,0.004079579,0.004509862,0.01847742,0.6632473],"study_design_scores_gemma":[0.004454575,0.02709041,0.7518403,0.008940622,0.0008633435,0.001980545,0.09417851,0.01543513,0.008148844,0.006928199,0.07986704,0.0002723755],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9189967,0.002172823,0.01700382,0.03830707,0.0003532581,0.01078911,0.0008329478,0.0004628796,0.01108135],"genre_scores_gemma":[0.8958235,0.003230052,0.0864829,0.005595536,0.0001172835,0.006015966,0.001083892,0.00008313679,0.001567725],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0499252,"threshold_uncertainty_score":0.2640328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007129190887254977,"score_gpt":0.2645211048433435,"score_spread":0.2573919139560885,"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."}}