{"id":"W3171690519","doi":"10.2196/20066","title":"Serious Game Design and Clinical Improvement in Physical Rehabilitation: Systematic Review","year":2021,"lang":"en","type":"review","venue":"JMIR Serious Games","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":92,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Rehabilitation; Systematic review; Physical medicine and rehabilitation; Game design; Physical therapy; Psychology; Medicine; Computer science; MEDLINE; Human–computer interaction; Political science","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001645806,0.0006510631,0.007338472,0.0002772272,0.00003422884,0.00005585062,0.0001731873,0.0004574526,0.00004922535],"category_scores_gemma":[0.002701632,0.0004574192,0.001600431,0.0006263445,0.0002066272,0.00008799182,0.0001159492,0.0008655919,0.00008301361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003421089,"about_ca_system_score_gemma":0.0007377385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004924271,"about_ca_topic_score_gemma":0.000003192226,"domain_scores_codex":[0.9939789,0.001705948,0.002461284,0.0009579895,0.0004948322,0.0004010306],"domain_scores_gemma":[0.9940766,0.003714562,0.0007375597,0.0009968958,0.0001905179,0.0002839104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00001092863,0.00035239,0.00001869875,0.6618602,0.0002488186,0.0000620308,0.0001212586,1.230027e-7,3.089828e-7,0.00001711894,0.0008829935,0.3364251],"study_design_scores_gemma":[0.0007912953,0.00170563,0.0002262937,0.7770697,0.003111407,0.0002728702,0.0001424861,0.0000254928,1.50312e-7,0.00001818476,0.2162079,0.0004285847],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000373088,0.9831744,0.0000226292,0.0004582866,0.0004239792,0.01537895,0.00001160956,0.00008381921,0.00007324306],"genre_scores_gemma":[0.00003264748,0.9933854,0.001299638,0.0005027817,0.000262951,0.003490487,0.00006456725,0.00009225556,0.0008692234],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3359965,"threshold_uncertainty_score":0.9997877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03313085169201189,"score_gpt":0.3988193125564288,"score_spread":0.3656884608644169,"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."}}