{"id":"W4390599970","doi":"10.33137/cpoj.v6i2.42221","title":"LEVERAGING DIGITAL WORKFLOWS TO TRANSITION THE ORTHOTICS AND PROSTHETICS PROFESSION TOWARD A CLIENT-CENTRIC AND VALUES-BASED CARE MODEL","year":2024,"lang":"en","type":"article","venue":"Canadian Prosthetics & Orthotics Journal","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reimbursement; Workflow; Value proposition; Orthotics; Sustainability; Health care; Scope of practice; Business; Value (mathematics); Knowledge management; Public relations; Medicine; Computer science; Physical therapy; Marketing; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.004223203,0.0003378041,0.0005890551,0.0007556498,0.0008148851,0.001377749,0.0002609945,0.0002176689,0.000026064],"category_scores_gemma":[0.000565628,0.0003279535,0.0001375094,0.000409455,0.0001515331,0.000408381,0.00004746452,0.0007343731,0.00007891421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009877525,"about_ca_system_score_gemma":0.001545663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002571134,"about_ca_topic_score_gemma":0.0008320831,"domain_scores_codex":[0.9961754,0.0001761432,0.002034215,0.0006022601,0.0002186776,0.0007933193],"domain_scores_gemma":[0.9976189,0.0002438749,0.0004566214,0.0003774578,0.0002060548,0.00109708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002909713,0.0004272419,0.1472815,0.0072462,0.0006351211,0.0005964797,0.417997,0.2018026,0.00002344093,0.1216973,0.02608181,0.0759203],"study_design_scores_gemma":[0.001555427,0.0004601068,0.003416189,0.001735809,0.0001343117,0.0006773387,0.01276677,0.8840468,0.0000124329,0.0312012,0.06262423,0.001369363],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8246917,0.01400976,0.04714261,0.1082678,0.001639545,0.002537243,0.0009560391,0.00009247049,0.0006627944],"genre_scores_gemma":[0.9874061,0.0003090188,0.004325639,0.007320512,0.000247851,0.00003537198,0.00004598868,0.00008949898,0.0002199749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6822442,"threshold_uncertainty_score":0.9999173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1380144844716905,"score_gpt":0.3592345017250694,"score_spread":0.221220017253379,"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."}}