{"id":"W7106659055","doi":"10.2196/78798","title":"Challenges and Benefits of Virtual Reality in Home-Based Poststroke Rehabilitation: Co-Design Qualitative Study","year":2025,"lang":"en","type":"article","venue":"JMIR Human Factors","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Rehabilitation; Virtual reality; Bridge (graph theory); Relevance (law); Qualitative research; Key (lock); Training (meteorology)","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":[0.03902032,0.0007700367,0.001193688,0.002289922,0.007957537,0.004384666,0.002726843,0.002558566,0.002735733],"category_scores_gemma":[0.03755839,0.0009154092,0.000934405,0.001926554,0.008244316,0.00393986,0.006202209,0.002657573,0.0004848049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007338619,"about_ca_system_score_gemma":0.007003763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004415495,"about_ca_topic_score_gemma":0.007581793,"domain_scores_codex":[0.9539809,0.03885747,0.001127654,0.001725792,0.002141722,0.002166436],"domain_scores_gemma":[0.9335635,0.05604728,0.002443896,0.001438355,0.00443488,0.002072046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001026703,0.000180891,0.002574694,0.0007701867,0.00001473238,0.001317842,0.9824285,0.0001603468,0.001048852,0.001472887,0.0005306059,0.009397804],"study_design_scores_gemma":[0.00003471474,0.0002603561,0.001491732,0.0006847136,0.00001878952,0.0006325364,0.9839104,0.0003382064,0.0008787316,0.0007305336,0.01098523,0.00003395322],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9742717,0.001684108,0.0137954,0.001899124,0.0001008826,0.00201849,0.0002358472,0.00003736212,0.005957093],"genre_scores_gemma":[0.9856996,0.001106997,0.006705425,0.0007468206,0.00002219911,0.002433431,0.00009451846,0.00004459123,0.003146457],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03902032,"threshold_uncertainty_score":0.2063616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07879036720770437,"score_gpt":0.3949576192550759,"score_spread":0.3161672520473716,"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."}}