{"id":"W4415176166","doi":"10.2196/76141","title":"The Use of Technology to Deliver In-Home Aged Care Services: Mixed Methods Study of Australian Staff Perspectives","year":2025,"lang":"en","type":"article","venue":"JMIR Aging","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aged care; Key (lock); Information technology; Information and Communications Technology; Long-term care; Work (physics)","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":[0.01550085,0.0005437261,0.001063436,0.002833741,0.005230978,0.004246835,0.001307146,0.001277636,0.001629053],"category_scores_gemma":[0.02145824,0.001161059,0.0007199195,0.003431004,0.001921663,0.002695624,0.004116383,0.001180633,0.0003430811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005268851,"about_ca_system_score_gemma":0.006966813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05000455,"about_ca_topic_score_gemma":0.07035671,"domain_scores_codex":[0.9896409,0.006218427,0.001017483,0.0004578673,0.001481749,0.001183517],"domain_scores_gemma":[0.9869163,0.006968029,0.001998182,0.0004222409,0.002614466,0.001080836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006091718,0.0002211115,0.05758687,0.0004223615,0.00002980395,0.0003843473,0.9335012,0.00001703126,0.000394526,0.0001511102,0.0001777651,0.007052964],"study_design_scores_gemma":[0.000009243598,0.0004275267,0.0430139,0.0003685609,0.00002963228,0.0002042575,0.9536492,0.00009171931,0.0001480329,0.00006981897,0.001968697,0.00001935609],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998487,0.0003683114,0.0002106413,0.0001740573,0.00000630402,0.0001171562,0.00005963442,0.000002216899,0.0005745114],"genre_scores_gemma":[0.9957387,0.001529924,0.001002433,0.0004291214,0.00001723879,0.0004717613,0.00007323583,0.00000755718,0.0007299709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05000455,"threshold_uncertainty_score":0.09942698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02756587548102244,"score_gpt":0.3924654415216684,"score_spread":0.3648995660406459,"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."}}