{"id":"W4280583450","doi":"10.2196/35224","title":"Virtual Reality Intervention for Managing Apathy in People With Cognitive Impairment: Systematic Review","year":2022,"lang":"en","type":"review","venue":"JMIR Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Apathy; CINAHL; PsycINFO; Psychological intervention; Neurocognitive; Randomized controlled trial; Systematic review; Quality of life (healthcare); Inclusion (mineral); Clinical psychology; Psychology; Cognition; Intervention (counseling); MEDLINE; Medicine; Psychiatry; Psychotherapist; Social psychology","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":[0.005073912,0.001228324,0.006598571,0.004661597,0.0006114703,0.002003412,0.001856898,0.001880772,0.005275581],"category_scores_gemma":[0.02256765,0.0006773595,0.007864921,0.004354308,0.0005648386,0.001451949,0.001110136,0.001145268,0.0002328293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002563945,"about_ca_system_score_gemma":0.006484259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006634051,"about_ca_topic_score_gemma":0.01578092,"domain_scores_codex":[0.9960915,0.001605593,0.00114993,0.0002689832,0.0007511291,0.0001328111],"domain_scores_gemma":[0.987299,0.009229801,0.002223261,0.0001781609,0.0008911335,0.0001785324],"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":[0.0004683563,0.00006069993,0.0003796934,0.947669,0.008240123,0.00005256734,0.0001506106,0.00009460597,0.00008246707,0.0001120989,0.0007603909,0.04192938],"study_design_scores_gemma":[0.001195703,0.0008694902,0.004722698,0.87493,0.104411,0.000337369,0.0003589573,0.0002024681,0.000247611,0.0002281648,0.01243875,0.00005779878],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00179635,0.997036,0.0001240828,0.0001158768,0.00007826555,0.0004351148,0.0001606386,0.00001094454,0.0002427759],"genre_scores_gemma":[0.028841,0.9682413,0.001028404,0.0004088727,0.0001001621,0.001071644,0.00016628,0.000004767718,0.0001376006],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006634051,"threshold_uncertainty_score":0.02683371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04649549392390941,"score_gpt":0.4031472932864613,"score_spread":0.3566517993625519,"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."}}