{"id":"W4399887892","doi":"10.2196/56357","title":"Interactive Electronic Pegboard for Enhancing Manual Dexterity and Cognitive Abilities: Instrument Usability Study","year":2024,"lang":"en","type":"article","venue":"JMIR Human Factors","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cognition; Rehabilitation; Usability; Physical medicine and rehabilitation; Psychology; Stroke (engine); Test (biology); Physical therapy; Medicine; Psychiatry; Computer science; Human–computer interaction","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.004393287,0.0008895725,0.0006391756,0.0006293581,0.0002244247,0.0005036679,0.0005520512,0.0004523872,0.001762697],"category_scores_gemma":[0.009430613,0.0002187187,0.0007321223,0.0003374727,0.0003530636,0.0005933829,0.000796094,0.0003057206,0.0002823308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001859772,"about_ca_system_score_gemma":0.0004790542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000461752,"about_ca_topic_score_gemma":0.0007826735,"domain_scores_codex":[0.9985885,0.0007255174,0.0001828077,0.0001351778,0.0002589988,0.0001088922],"domain_scores_gemma":[0.9960867,0.002265645,0.000300743,0.0002314721,0.0008499402,0.00026542],"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":[0.01861241,0.05273748,0.1801623,0.006644486,0.001128996,0.001776319,0.01303754,0.004047866,0.1043586,0.000718715,0.004608978,0.6121664],"study_design_scores_gemma":[0.004139967,0.2353768,0.6754361,0.001091593,0.001576636,0.002379899,0.007386756,0.01592883,0.03916593,0.0005317113,0.01671627,0.0002695818],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936941,0.0001653881,0.004034181,0.00003965668,0.00001720633,0.001234871,0.0001488636,0.00006956706,0.0005961254],"genre_scores_gemma":[0.971772,0.0004087818,0.02380698,0.00009726748,0.00002470351,0.002498236,0.0003789087,0.000027749,0.0009854399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004393287,"threshold_uncertainty_score":0.02323425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02061595812014533,"score_gpt":0.3593771812249029,"score_spread":0.3387612231047576,"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."}}