{"id":"W4393014856","doi":"10.1111/jan.16130","title":"Abstract","year":2024,"lang":"en","type":"article","venue":"Journal of Advanced Nursing","topic":"Prosthetics and Rehabilitation Robotics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Social Science Fund of China; Bijzonder Onderzoeksfonds UGent; Natural Science Foundation of Anhui Province; Communication University of China; Shaoxing University; First Hospital of Jilin University; National Natural Science Foundation of China; Anhui University of Science and Technology; Canadian Institutes of Health Research; Zhejiang University; National Office for Philosophy and Social Sciences; Zhengzhou University; Wannan Medical College; People's Government of Jilin Province; Anhui University; Kongju National University; Tencent; Diabetes Canada; Northwest Normal University; Division of Graduate Education; Minjiang University; Northwestern University","keywords":"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000763504,0.00004407763,0.00007075551,0.00008684562,0.00001342298,0.00002913928,0.00004015893,0.00002139967,0.00001183754],"category_scores_gemma":[0.00001362726,0.0000359293,0.00005683635,0.00008201647,0.00001759655,0.0001508266,0.000001111114,0.0001515734,0.00000692466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006920142,"about_ca_system_score_gemma":0.00001290201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":1.659134e-8,"about_ca_topic_score_gemma":2.455474e-8,"domain_scores_codex":[0.9996287,0.000002183519,0.000178624,0.0000281269,0.00008880613,0.00007360894],"domain_scores_gemma":[0.9998255,0.00004362052,0.00001910855,0.00003741576,0.0000362039,0.00003810654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004591781,0.00001290439,0.000004543501,0.0000794572,0.00001586459,0.00002658677,0.0006083334,0.53013,0.04841626,0.000842627,0.001022288,0.4188365],"study_design_scores_gemma":[0.002418811,0.001263462,0.02671672,0.02203149,0.0002647566,0.0020817,0.007460799,0.3058292,0.1248021,0.1807171,0.3247992,0.001614818],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8118912,0.04232251,0.1103827,0.002286874,0.01524281,0.0001161499,0.000003851042,0.0002807926,0.01747312],"genre_scores_gemma":[0.984515,0.0001587303,0.01511883,0.000006223056,0.0001626919,1.288811e-7,1.419189e-7,0.00001424335,0.00002403919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4172217,"threshold_uncertainty_score":0.1465155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005991220860324458,"score_gpt":0.261621821897974,"score_spread":0.2556306010376496,"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."}}