{"id":"W2405549127","doi":"10.2196/games.5006","title":"A Serious Game for Clinical Assessment of Cognitive Status: Validation Study","year":2016,"lang":"en","type":"article","venue":"JMIR Serious Games","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":140,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto","funders":"","keywords":"Montreal Cognitive Assessment; Cognition; Cognitive impairment; Emergency department; Applied psychology; Psychology; Confusion; Medicine; Gerontology; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00776414,0.001086956,0.0006090773,0.0007377663,0.0003847822,0.0005993336,0.0009477206,0.0008124165,0.001305333],"category_scores_gemma":[0.01770414,0.0003382487,0.0007676935,0.0002587272,0.0006767049,0.0007911168,0.001005072,0.0006591172,0.0007081422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004367714,"about_ca_system_score_gemma":0.001061882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001194383,"about_ca_topic_score_gemma":0.001755564,"domain_scores_codex":[0.9970869,0.001612276,0.0003794035,0.0002751299,0.0004735746,0.000172694],"domain_scores_gemma":[0.9902018,0.004654534,0.0007442451,0.001091355,0.002434321,0.0008737703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.02647078,0.07612967,0.6498041,0.001326818,0.0009450613,0.00140641,0.005288643,0.004147928,0.02303071,0.0008123367,0.003797283,0.2068402],"study_design_scores_gemma":[0.008935362,0.1737617,0.7658906,0.0003002368,0.0005599002,0.002299129,0.001824871,0.02763641,0.01045579,0.0007199535,0.007466789,0.0001492812],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899774,0.0000686305,0.003756532,0.0000569235,0.00003756788,0.005047653,0.0002717368,0.00006089407,0.0007227093],"genre_scores_gemma":[0.9765002,0.0001907449,0.01529436,0.0002263577,0.00003687534,0.005842676,0.00109738,0.00001845258,0.0007929131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00776414,"threshold_uncertainty_score":0.04106122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05292201927845601,"score_gpt":0.4752037135887981,"score_spread":0.4222816943103421,"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."}}