{"id":"W3177481987","doi":"10.3233/tad-210335","title":"Effectiveness and cost-effectiveness of an optimized process of providing assistive technology for impaired upper extremity function: Protocol of a prospective, quasi-experimental non-randomized study (OMARM)","year":2021,"lang":"en","type":"article","venue":"Technology and Disability","topic":"Assistive Technology in Communication and Mobility","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"ZonMw","keywords":"Protocol (science); Physical therapy; Physical medicine and rehabilitation; Paresis; Patient satisfaction; Quality of life (healthcare); Medicine; Assistive technology; Randomized controlled trial; Process (computing); Intervention (counseling); Operations management; Computer science; Nursing; Engineering; Surgery; Human–computer interaction","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.03411704,0.00513683,0.007005099,0.003452847,0.002806369,0.002779525,0.003507465,0.005425026,0.0319468],"category_scores_gemma":[0.03381924,0.002864459,0.004492091,0.002649533,0.003996507,0.002251211,0.001846628,0.004307284,0.005246404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005811713,"about_ca_system_score_gemma":0.01780126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002916602,"about_ca_topic_score_gemma":0.002794008,"domain_scores_codex":[0.9636722,0.02413057,0.003549377,0.00234527,0.003480244,0.002822405],"domain_scores_gemma":[0.9788461,0.007533677,0.004298459,0.003299211,0.004077401,0.001945223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.820992,0.1334849,0.001514218,0.00647462,0.001324806,0.0001856721,0.0007021602,0.004167901,0.002431613,0.001869094,0.00302899,0.02382407],"study_design_scores_gemma":[0.7199505,0.258155,0.004874725,0.0008711321,0.0008622066,0.00005564565,0.0002519474,0.001778268,0.002003428,0.001265144,0.009815029,0.0001172006],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.01322315,0.00008071285,0.001201627,0.0000646304,0.0001210299,0.9840376,0.0007020841,0.00003404776,0.0005350537],"genre_scores_gemma":[0.008224876,0.00006084095,0.003048877,0.00006503806,0.00003756834,0.9881333,0.0001328715,0.00000387199,0.0002927685],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.03411704,"threshold_uncertainty_score":0.1804304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03880905645099812,"score_gpt":0.4422984410275903,"score_spread":0.4034893845765921,"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."}}