{"id":"W4412706177","doi":"10.2196/74296","title":"Sociotechnical Adaptation of Telerehabilitation in Rehabilitation Practice: Survey Among Rehabilitation Professionals","year":2025,"lang":"en","type":"article","venue":"JMIR Rehabilitation and Assistive Technologies","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Kela","keywords":"Sociotechnical system; Telerehabilitation; Rehabilitation; Adaptation (eye); Task (project management); Psychology; Knowledge management; Applied psychology; Computer science; Telemedicine; Health care; Engineering","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":[0.004130564,0.0002142505,0.0003412404,0.002061164,0.001156689,0.001232899,0.0003342639,0.001225601,0.001441254],"category_scores_gemma":[0.01229395,0.0004413526,0.0003913316,0.001592112,0.000958049,0.001127619,0.0015614,0.0006110737,0.0003591378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001366703,"about_ca_system_score_gemma":0.001936803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004128154,"about_ca_topic_score_gemma":0.004084197,"domain_scores_codex":[0.9960814,0.001667096,0.0005033816,0.0003560179,0.0008630058,0.0005291813],"domain_scores_gemma":[0.9917827,0.003514332,0.002066477,0.0002430603,0.001501036,0.0008924927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005884908,0.0003245323,0.8680162,0.0003927448,0.00002116412,0.0006461029,0.1097999,0.00009681129,0.0009115675,0.0001083873,0.0003538465,0.01926975],"study_design_scores_gemma":[0.00001441442,0.0005444681,0.8364115,0.0001989439,0.00001421733,0.0009379319,0.1587096,0.0005078332,0.0002416023,0.00008528862,0.002301187,0.00003307603],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990907,0.0001186299,0.0002026237,0.000105059,0.00000321585,0.0000632665,0.00004576115,0.000002820929,0.0003680275],"genre_scores_gemma":[0.9989447,0.0002464328,0.0002911088,0.000108111,0.000006175363,0.0001566065,0.000058034,0.000001786385,0.0001871032],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004130564,"threshold_uncertainty_score":0.02184474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01851392793926175,"score_gpt":0.3559609506533845,"score_spread":0.3374470227141227,"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."}}