{"id":"W4382919139","doi":"10.1097/pxr.0000000000000249","title":"Business practices efficiency: Impact of integrating digital technology on clinical P&O practices","year":2023,"lang":"en","type":"article","venue":"Prosthetics and Orthotics International","topic":"Prosthetics and Rehabilitation Robotics","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"West Park Healthcare Centre","funders":"","keywords":"Orthotics; Field (mathematics); Focus (optics); Reliability (semiconductor); Computer science; Business; Manufacturing engineering; Process management; Medicine; Engineering; Physical medicine and rehabilitation","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004799389,0.0001717405,0.0002195516,0.0003616546,0.00006241826,0.0001376117,0.0002342482,0.0001503716,0.00001482594],"category_scores_gemma":[0.003281505,0.000136952,0.00009570728,0.0006064259,0.000225629,0.0001670046,0.0001041535,0.0003186899,0.00003537534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003451725,"about_ca_system_score_gemma":0.00006775864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003395885,"about_ca_topic_score_gemma":0.000004581791,"domain_scores_codex":[0.9987131,0.00002056894,0.0005324302,0.0002335035,0.0002971773,0.0002031781],"domain_scores_gemma":[0.9982272,0.0005048223,0.0005663575,0.0002157258,0.0004200255,0.00006582842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001565604,0.0009727764,0.7335482,0.0002672105,0.0005715555,0.00002867499,0.001201983,0.1333199,0.002482958,0.04847553,0.0009614408,0.07801315],"study_design_scores_gemma":[0.002438138,0.002341159,0.2083555,0.0006023578,0.0001430902,0.0001929326,0.001172812,0.7196935,0.0008109309,0.02329038,0.03961821,0.001340995],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927354,0.0001067534,0.002096368,0.001080014,0.0007910234,0.0001924968,0.00007774794,0.0002101406,0.002710028],"genre_scores_gemma":[0.9959742,0.0005905398,0.003106406,0.00001323084,0.0000768641,0.000008161272,0.00005173097,0.00003119898,0.0001476765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5863736,"threshold_uncertainty_score":0.558474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04925904401204759,"score_gpt":0.3884346005673211,"score_spread":0.3391755565552735,"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."}}