{"id":"W4410714583","doi":"10.33137/cpoj.v8i1.45122","title":"USING A NOVEL PSYCHOSOCIAL GROUP INTERVENTION TO IMPROVE ADAPTION, COPING AND MENTAL HEALTH OUTCOMES FOLLOWING DYSVASCULAR LIMB AMPUTATIONS: A FEASIBILITY STUDY","year":2025,"lang":"en","type":"article","venue":"Canadian Prosthetics & Orthotics Journal","topic":"Prosthetics and Rehabilitation Robotics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; Queen's University; St. John's Rehab Hospital; West Park Healthcare Centre; Sunnybrook Health Science Centre; Toronto Rehabilitation Institute; University Health Network; University of Toronto; Sunnybrook Hospital; Health Sciences Centre","funders":"","keywords":"Psychosocial; Medicine; Physical therapy; Anxiety; Rehabilitation; Randomized controlled trial; Coping (psychology); Mental health; Group psychotherapy; Depression (economics); Psychiatry; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.004276941,0.001089146,0.0009863545,0.001096592,0.0008863629,0.0006353738,0.001226546,0.001491947,0.004106287],"category_scores_gemma":[0.004114882,0.0006575628,0.001436617,0.0005234206,0.001222538,0.000963831,0.001132063,0.001262453,0.0003657748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007119974,"about_ca_system_score_gemma":0.003278428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001931967,"about_ca_topic_score_gemma":0.002943116,"domain_scores_codex":[0.9971923,0.001685235,0.0001986474,0.000246733,0.0003047473,0.0003722583],"domain_scores_gemma":[0.9981381,0.0007747163,0.0002801793,0.0001813672,0.0001802819,0.0004453442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.09324002,0.7389793,0.008066391,0.002465735,0.0005779574,0.0005321112,0.002461486,0.0007579525,0.009423531,0.0003147563,0.0005879569,0.1425928],"study_design_scores_gemma":[0.1238531,0.8451272,0.02680218,0.0001784528,0.0003223474,0.0001153903,0.0008482673,0.0006199263,0.0009766649,0.0001552637,0.000962351,0.00003885258],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896618,0.0001306561,0.0005706194,0.0001470868,0.00005090281,0.008844938,0.00006882226,0.00001987216,0.000505428],"genre_scores_gemma":[0.9581971,0.0008018845,0.009057636,0.0003657097,0.0001526319,0.0304649,0.0001861569,0.000008116223,0.000765963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004276941,"threshold_uncertainty_score":0.02261895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01888059100991585,"score_gpt":0.3127024316190873,"score_spread":0.2938218406091715,"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."}}