{"id":"W7143805401","doi":"10.2196/77148","title":"Serious Game for Remote Home Rehabilitation in Patients with Frozen Shoulders: A Single-Group, Pretest–Posttest Quasi-Experimental Pilot Study (Preprint)","year":2025,"lang":"en","type":"article","venue":"JMIR Serious Games","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Rehabilitation; Telemedicine; Quality of life (healthcare); Intervention (counseling); Serious game","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":[0.002729465,0.001475621,0.001813235,0.0006460207,0.001559121,0.0006233577,0.0009754992,0.001001421,0.006089773],"category_scores_gemma":[0.002968661,0.0007746233,0.0008120551,0.0002846181,0.0008723726,0.000887093,0.0008215718,0.001912266,0.001361744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007423837,"about_ca_system_score_gemma":0.002342957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003593388,"about_ca_topic_score_gemma":0.006339327,"domain_scores_codex":[0.9990661,0.0002801965,0.00008458754,0.0001893046,0.0001185978,0.0002612319],"domain_scores_gemma":[0.9981969,0.0005340527,0.0001217519,0.0001672623,0.0002696651,0.0007103772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.04190211,0.8619747,0.01209666,0.0005237684,0.00016881,0.0002339865,0.004756083,0.0006874565,0.0136487,0.0001557545,0.001745861,0.062106],"study_design_scores_gemma":[0.04385431,0.8216684,0.1242575,0.00005960123,0.0001786795,0.0001165196,0.003302224,0.00140972,0.003367609,0.0002419646,0.001445904,0.00009748789],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959674,0.00001650103,0.0003236512,0.00004595173,0.00003474164,0.003090689,0.0001025446,0.00002792152,0.0003905339],"genre_scores_gemma":[0.9800148,0.0001259737,0.004383434,0.0002045317,0.00006709219,0.01205397,0.0003959615,0.00001376107,0.002740559],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006089773,"threshold_uncertainty_score":0.02037233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0117085020389938,"score_gpt":0.2920336074265854,"score_spread":0.2803251053875915,"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."}}