{"id":"W1562623566","doi":"10.1109/syscon.2015.7116755","title":"A systems approach to a therapist-guided exercise for restoring musculoskeletal balance","year":2015,"lang":"en","type":"article","venue":"","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of British Columbia","keywords":"Balance (ability); Multidisciplinary approach; Physical therapy; Physical medicine and rehabilitation; Computer science; Physical therapist; Medical physics; Medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005972802,0.0006392073,0.0003884986,0.0009846775,0.0005984155,0.001355234,0.0006291851,0.0007900858,0.005075301],"category_scores_gemma":[0.0008110138,0.0002064392,0.0005893087,0.0005892228,0.001014809,0.0005391391,0.0009431298,0.0006269296,0.0008229076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008141358,"about_ca_system_score_gemma":0.001525473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002635774,"about_ca_topic_score_gemma":0.003414864,"domain_scores_codex":[0.9994057,0.0002332108,0.00004435529,0.0001092193,0.0001824057,0.00002507754],"domain_scores_gemma":[0.9998085,0.00009251777,0.00001809945,0.00001763743,0.00004784386,0.00001543021],"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":[0.00027216,0.0005240577,0.004041248,0.001379539,0.0001974803,0.0008013484,0.002612852,0.1634206,0.04472962,0.1855549,0.00621143,0.5902547],"study_design_scores_gemma":[0.0002648249,0.003118591,0.009468764,0.0006733862,0.0003366599,0.001907629,0.001408526,0.6341993,0.02733638,0.1376694,0.1834571,0.0001594965],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.009295473,0.0009757698,0.9681973,0.0008141095,0.0001738961,0.0003442626,0.00004304633,0.0006158313,0.01954031],"genre_scores_gemma":[0.2490869,0.002630043,0.7306804,0.0004100295,0.000204258,0.0009394463,0.0001038431,0.0001289252,0.01581619],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.005075301,"threshold_uncertainty_score":0.01697856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05303301252715449,"score_gpt":0.3329262270022451,"score_spread":0.2798932144750906,"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."}}