{"id":"W1948338320","doi":"10.2196/games.2933","title":"Virtual Rehabilitation for Multiple Sclerosis Using a Kinect-Based System: Randomized Controlled Trial","year":2014,"lang":"en","type":"article","venue":"JMIR Serious Games","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":150,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Generalitat Valenciana","keywords":"Rehabilitation; Multiple sclerosis; Physical medicine and rehabilitation; Randomized controlled trial; Physical therapy; Medicine; Psychology; Psychiatry; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001679874,0.0002477969,0.001912755,0.0003028176,0.0001222526,0.00004631605,0.00006675861,0.0001787913,0.00002443784],"category_scores_gemma":[0.008015187,0.0001758564,0.001249621,0.0001615164,0.0001683191,0.00007755381,0.00001068472,0.0001040771,0.00001200635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00018817,"about_ca_system_score_gemma":0.000170649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003641376,"about_ca_topic_score_gemma":0.000007804462,"domain_scores_codex":[0.9975307,0.0006094954,0.0008816045,0.0003662622,0.0003280102,0.0002839427],"domain_scores_gemma":[0.9901172,0.008756095,0.0003547379,0.0003255741,0.0003067039,0.0001396809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.986128,0.0002879251,0.000295897,0.0004331098,0.0001787326,4.029038e-7,0.0003246407,0.0004057476,0.008535828,0.0003558645,0.0003582268,0.002695661],"study_design_scores_gemma":[0.8579106,0.002418609,0.0008621164,0.000455746,0.0003513978,0.000003183932,0.0004666761,0.1361656,0.0002873725,0.00002180378,0.0008892833,0.0001675559],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9634023,0.0001125472,0.01527169,0.0006437969,0.001545642,0.01849375,0.00001195711,0.0002293405,0.000288936],"genre_scores_gemma":[0.9831612,0.000002803622,0.01056363,0.0002114993,0.000597955,0.005078549,0.00002817021,0.00004647447,0.0003097166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1357599,"threshold_uncertainty_score":0.9595506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01777970098617617,"score_gpt":0.2788660394620379,"score_spread":0.2610863384758617,"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."}}