{"id":"W4382919139","doi":"10.1097/pxr.0000000000000249","title":"Business practices efficiency: Impact of integrating digital technology on clinical P&amp;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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03898339,0.0003542394,0.0004106207,0.003505533,0.002357282,0.01758067,0.001779401,0.001817618,0.01090676],"category_scores_gemma":[0.1722855,0.0003820646,0.0007921914,0.004300725,0.003543719,0.008474214,0.01022874,0.002397629,0.002237476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01241456,"about_ca_system_score_gemma":0.01668496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004484749,"about_ca_topic_score_gemma":0.003688191,"domain_scores_codex":[0.9231677,0.0412654,0.005397915,0.003938916,0.02135453,0.004875424],"domain_scores_gemma":[0.6659001,0.2264507,0.04708342,0.01098898,0.02408128,0.02549549],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001111049,0.003315082,0.400206,0.0006137073,0.0003962838,0.0006020122,0.01842787,0.004526625,0.0008204233,0.02856838,0.0112119,0.5302007],"study_design_scores_gemma":[0.0004400639,0.003455815,0.7645139,0.002504201,0.0004578036,0.001745953,0.09430362,0.01712828,0.003046268,0.03865013,0.07348638,0.0002676242],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8323774,0.004116042,0.01097389,0.04622361,0.0002570993,0.0004401926,0.0002843916,0.0002596271,0.1050677],"genre_scores_gemma":[0.9927756,0.0007067732,0.002467601,0.001389557,0.00008997833,0.00008526323,0.00007104721,0.00004575666,0.002368522],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03898339,"threshold_uncertainty_score":0.2061663,"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."}}