{"id":"W4409898795","doi":"10.1093/rheumatology/keaf142.114","title":"P073 Making It Work™ - UK: adaptation, development, and user-testing of a Canadian programme to support people working with musculoskeletal conditions in the UK","year":2025,"lang":"en","type":"article","venue":"Lara D. Veeken","topic":"Musculoskeletal Disorders and Rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Research Canada; University of British Columbia","funders":"","keywords":"Adaptation (eye); Work (physics); Engineering; Psychology; Mechanical engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.01395039,0.0008081644,0.0006551114,0.0009891725,0.003263766,0.002694102,0.002570042,0.001010248,0.007147752],"category_scores_gemma":[0.02218104,0.0005486008,0.0009483226,0.001030699,0.001925307,0.001323554,0.003928232,0.001551954,0.0008246161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01568772,"about_ca_system_score_gemma":0.05126293,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4208668,"about_ca_topic_score_gemma":0.6127946,"domain_scores_codex":[0.9933118,0.003361915,0.0002932246,0.0003271802,0.001222723,0.001483255],"domain_scores_gemma":[0.9873727,0.003879028,0.0004602247,0.0005916347,0.00304876,0.004647627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003856835,0.01683545,0.02815758,0.005870645,0.0001563737,0.002313895,0.1477894,0.001912143,0.005612101,0.002164745,0.03905205,0.7462788],"study_design_scores_gemma":[0.0081505,0.03981726,0.2617084,0.00982862,0.0007171408,0.001412001,0.1709834,0.006656872,0.008099619,0.001923041,0.4897543,0.0009488579],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9235613,0.0009804469,0.00624042,0.005439776,0.0004953708,0.02283581,0.00166323,0.0008918472,0.03789187],"genre_scores_gemma":[0.8795115,0.002077198,0.08084358,0.00214019,0.00008228236,0.01416393,0.001668998,0.0003178753,0.01919447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5791332,"threshold_uncertainty_score":0.8368342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03439675907919595,"score_gpt":0.2899213584073414,"score_spread":0.2555245993281454,"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."}}