{"id":"W4210725190","doi":"10.2196/preprints.9535","title":"Perceptions of Existing Wearable Robotic Devices for Upper Extremity and Suggestions for Their Development: Findings From Therapists and People With Stroke (Preprint)","year":2017,"lang":"en","type":"preprint","venue":"","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"GF Strong Rehabilitation Centre; University of British Columbia; International Collaboration On Repair Discoveries; Simon Fraser University","funders":"","keywords":"Wearable computer; Focus group; Preprint; Perception; Wearable technology; Focus (optics); Rehabilitation; Process (computing); Internet privacy; Computer science; Psychology; Human–computer interaction; Medicine; World Wide Web; Physical therapy; Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01405669,0.0005424755,0.0008515421,0.001276589,0.004015956,0.004663717,0.001133956,0.002336248,0.003961297],"category_scores_gemma":[0.02681893,0.0006959729,0.0009417838,0.0009795658,0.003796307,0.004609811,0.004490322,0.002194191,0.0006498914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002547345,"about_ca_system_score_gemma":0.003727185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007958395,"about_ca_topic_score_gemma":0.009126598,"domain_scores_codex":[0.9926773,0.003861955,0.000818265,0.00057057,0.001336758,0.0007351306],"domain_scores_gemma":[0.9791663,0.01352552,0.002668956,0.0004037578,0.00231349,0.00192191],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005122201,0.00008810435,0.02015773,0.0005038976,0.00001699026,0.0003783773,0.9679105,0.00002160439,0.0005703255,0.0002576067,0.0008579934,0.009185707],"study_design_scores_gemma":[0.000007906811,0.0001385951,0.01412319,0.0003286777,0.00001750877,0.000285934,0.9808646,0.00004667055,0.0001267503,0.00008600457,0.003949494,0.00002474853],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928681,0.001203726,0.0005977011,0.001957609,0.00006324127,0.00009131057,0.00007756274,0.00001158626,0.003129139],"genre_scores_gemma":[0.9943468,0.00154755,0.0005701729,0.001170892,0.00002568002,0.0001749979,0.00004780441,0.00001349835,0.00210256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01405669,"threshold_uncertainty_score":0.07433975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04055403418073444,"score_gpt":0.3098427402018348,"score_spread":0.2692887060211004,"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."}}