{"id":"W4223451949","doi":"10.1177/14713012211073440","title":"Beyond instrumental support: Mobile application use by family caregivers of persons living with dementia","year":2022,"lang":"en","type":"article","venue":"Dementia","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Dyad; Dementia; Family caregivers; Personhood; Thematic analysis; Psychology; Qualitative research; Nursing; Medicine; Social psychology; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002473183,0.0001091959,0.0001437094,0.0001050741,0.0006947807,0.00003204478,0.000379332,0.00005353261,0.0007160163],"category_scores_gemma":[0.000008888794,0.0001248602,0.0000613328,0.0003634329,0.0002880443,0.0002778026,0.0002026889,0.0001439117,0.000008980634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000114563,"about_ca_system_score_gemma":0.0001200871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002913105,"about_ca_topic_score_gemma":0.0016961,"domain_scores_codex":[0.998622,0.0001028595,0.0001749683,0.0003052107,0.0004874788,0.0003074899],"domain_scores_gemma":[0.9994398,0.00004033983,0.0001787131,0.0002365659,0.0000409998,0.00006362985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004168405,0.0008628729,0.7841427,0.00003930076,0.004144945,0.00001196803,0.07823899,0.0001075489,0.02160285,0.007140435,0.092925,0.01074171],"study_design_scores_gemma":[0.002127819,0.001375506,0.04368196,0.00002137296,0.004128883,0.000009118569,0.359149,0.0001064738,0.003864019,0.0001784266,0.5843336,0.001023774],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994805,0.0003423289,0.0002883376,0.0001828915,0.0001532232,0.0006518063,0.0002239632,0.000153143,0.003199246],"genre_scores_gemma":[0.9985687,0.00001641186,0.0004086581,0.0001136678,0.00001076126,0.0002870311,0.00007219388,0.00001626898,0.0005063227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7404608,"threshold_uncertainty_score":0.7839877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007633101382174183,"score_gpt":0.2328604230188763,"score_spread":0.2252273216367021,"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."}}