{"id":"W4221067081","doi":"10.1097/pxr.0000000000000107","title":"Understanding the adoption of digital workflows in orthotic & prosthetic practice from practitioner perspectives: a qualitative descriptive study","year":2022,"lang":"en","type":"article","venue":"Prosthetics and Orthotics International","topic":"Prosthetics and Rehabilitation Robotics","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Holland Bloorview Kids Rehabilitation Hospital; University of Toronto","funders":"","keywords":"Mindset; Workflow; Qualitative research; Work (physics); Knowledge management; Medical education; Medicine; Psychology; Sociology; Computer science; Engineering","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":[0.02467333,0.0004553198,0.0007980391,0.002923076,0.007177728,0.005483338,0.001501268,0.002186105,0.002748372],"category_scores_gemma":[0.03022894,0.0008856019,0.0004462903,0.003403651,0.008604106,0.005848025,0.005002265,0.002763955,0.0003820165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007112251,"about_ca_system_score_gemma":0.009512763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01066247,"about_ca_topic_score_gemma":0.01420081,"domain_scores_codex":[0.986278,0.00951586,0.0006589174,0.000784263,0.001236117,0.001526772],"domain_scores_gemma":[0.9574124,0.03429172,0.002332781,0.0007116006,0.003232106,0.002019482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001581709,0.00003034842,0.001987969,0.0001447643,0.000002199747,0.0004402001,0.9928004,0.00002739509,0.0003406269,0.0009813976,0.0001674898,0.003061581],"study_design_scores_gemma":[0.000002842531,0.0000283019,0.0006358331,0.0001675265,0.000001882312,0.0001461642,0.9953762,0.00005833383,0.0001018427,0.0002366999,0.003237688,0.000006719426],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845458,0.0008924312,0.005341324,0.003457254,0.00005310719,0.0003609687,0.0001736908,0.00001533,0.005160153],"genre_scores_gemma":[0.9918817,0.001468737,0.003004422,0.00108445,0.00001703099,0.0005157823,0.0000748089,0.00002092188,0.001932131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02467333,"threshold_uncertainty_score":0.1304866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06409865296023881,"score_gpt":0.3045191042817348,"score_spread":0.240420451321496,"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."}}