{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001055712,0.0002605138,0.0003835582,0.0005422442,0.0007318176,0.0003423377,0.0001644479,0.0001029804,0.000005358874],"category_scores_gemma":[0.0001480128,0.0002752964,0.0002280453,0.0004115523,0.00005168827,0.0001500963,0.00004517984,0.0004035734,0.000001660164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001113188,"about_ca_system_score_gemma":0.0003768059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008385164,"about_ca_topic_score_gemma":0.01599911,"domain_scores_codex":[0.9980378,0.0001009696,0.0007725742,0.0003013625,0.0002834435,0.0005038693],"domain_scores_gemma":[0.9988511,0.00004129384,0.0001150169,0.0002435574,0.0001760416,0.0005730045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001003374,0.002325727,0.7863974,0.0009679777,0.002274098,0.00005878327,0.03015106,0.1238481,0.002407136,0.01014677,0.0008670708,0.04045552],"study_design_scores_gemma":[0.02127223,0.005193754,0.7067909,0.002892966,0.0009218329,0.0003087235,0.02684898,0.2066202,0.00007225488,0.01477529,0.01081717,0.003485694],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8309511,0.0008406047,0.1614275,0.002147086,0.002587786,0.001881521,0.00006518196,0.00006334777,0.00003589301],"genre_scores_gemma":[0.97659,0.00003053615,0.0228401,0.000394828,0.00003898616,0.00001792655,0.0000113795,0.00004412846,0.00003211372],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1456389,"threshold_uncertainty_score":0.9999699,"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."}}