{"id":"W3008119738","doi":"10.2196/17017","title":"Video Game–Based Rehabilitation Approach for Individuals Who Have Undergone Upper Limb Amputation: Case-Control Study","year":2020,"lang":"en","type":"article","venue":"JMIR Serious Games","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"Universiti Malaya","keywords":"Rehabilitation; Physical medicine and rehabilitation; Upper limb; Psychology; Physical therapy; Amputation; Video game; Medicine; Computer science; Multimedia","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004226743,0.0003132917,0.0006918426,0.0002492978,0.0001321577,0.00007800996,0.0001004115,0.0001805975,0.0001039273],"category_scores_gemma":[0.001250389,0.0002720833,0.0003480155,0.000324143,0.0001194052,0.0001844592,0.00002356841,0.0002356742,0.0000226576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001274959,"about_ca_system_score_gemma":0.0001996484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001475227,"about_ca_topic_score_gemma":0.00001047663,"domain_scores_codex":[0.9976416,0.0002565985,0.000632997,0.0006709353,0.000441821,0.0003560879],"domain_scores_gemma":[0.9972851,0.001540059,0.0002047508,0.000361168,0.0003087521,0.0003001427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007001373,0.005764151,0.8091986,0.003506597,0.001622226,0.0002765604,0.06058183,0.01000614,0.001804163,0.0003094526,0.02467487,0.07525402],"study_design_scores_gemma":[0.02778243,0.02337456,0.8009152,0.0001519063,0.0007681437,0.0002160772,0.04899292,0.08378837,0.0001880069,0.0001666007,0.01286724,0.0007884696],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9519239,0.0003570311,0.02692884,0.0104837,0.0001753397,0.009210794,0.0001367755,0.0002736423,0.0005099584],"genre_scores_gemma":[0.9776521,0.000003792141,0.01637842,0.003048236,0.0004054438,0.001776564,0.0000832871,0.00007022441,0.0005819454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07446555,"threshold_uncertainty_score":0.9999731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01734998890762509,"score_gpt":0.2961864763522052,"score_spread":0.2788364874445802,"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."}}