{"id":"W3096218877","doi":"10.2196/16693","title":"Effects of Virtual Reality and Non–Virtual Reality Exercises on the Exercise Capacity and Concentration of Users in a Ski Exergame: Comparative Study","year":2020,"lang":"en","type":"article","venue":"JMIR Serious Games","topic":"Virtual Reality Applications and Impacts","field":"Computer Science","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Virtual reality; Human–computer interaction; Computer 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":[],"consensus_categories":[],"category_scores_codex":[0.0004270163,0.0002216128,0.0005680231,0.00005316687,0.00009292796,0.00009170708,0.0003992196,0.00007522852,0.000001653883],"category_scores_gemma":[0.0001482438,0.0001678361,0.00003968057,0.0005170077,0.000348421,0.000350331,0.0002043228,0.0001966215,0.000001374646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003595564,"about_ca_system_score_gemma":0.00008705637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007537821,"about_ca_topic_score_gemma":0.0001637506,"domain_scores_codex":[0.9981657,0.0003115197,0.0004687942,0.0004763266,0.0003524781,0.0002251324],"domain_scores_gemma":[0.9984616,0.0005267964,0.0002852437,0.0004627753,0.0000965285,0.0001670644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.002978576,0.007418097,0.02873071,0.001206769,0.0003099469,0.000038055,0.6169938,0.001973537,0.07669291,0.0939807,0.003833111,0.1658438],"study_design_scores_gemma":[0.002633991,0.004585638,0.9190256,0.0002686155,0.00006070918,0.000002750993,0.008254017,0.01588632,0.04796131,0.0007779387,0.0001299194,0.0004131939],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943395,0.00006791953,0.002246299,0.001032401,0.00003172399,0.002090266,0.00002717527,0.00003493131,0.0001297516],"genre_scores_gemma":[0.9994391,0.0001393203,0.00008752691,0.0001456995,0.00001443239,0.0001580635,0.000002823979,0.000007009281,0.000006068686],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8902949,"threshold_uncertainty_score":0.6844159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03567026182976472,"score_gpt":0.2959795649092067,"score_spread":0.260309303079442,"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."}}