{"id":"W4410293309","doi":"10.2196/60297","title":"Implementation of New Technologies in an Aged Care Social Day Program: Mixed Methods Evaluation","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":"Thematic analysis; Population; Psychology; Nursing; Medical education; Knowledge management; Applied psychology; Qualitative research; Medicine; Computer science; Sociology; Environmental health","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":[0.001403283,0.00008059807,0.0001482838,0.0003654126,0.0002244702,0.00003706772,0.0002917344,0.0001742707,0.00002096214],"category_scores_gemma":[0.0002063353,0.00008914804,0.00003524071,0.001015164,0.000161157,0.0002348262,0.00007814033,0.0001572676,6.483078e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002692458,"about_ca_system_score_gemma":0.0003904027,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001955576,"about_ca_topic_score_gemma":0.0325641,"domain_scores_codex":[0.9985323,0.0005244941,0.0002348105,0.0002289516,0.0002404984,0.0002389748],"domain_scores_gemma":[0.999529,0.00006312535,0.0001159927,0.0001517174,0.0001260938,0.00001409568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.000002061047,0.00002118326,0.05332286,0.00001661995,0.000006979253,3.39679e-7,0.05804286,0.000001350312,0.001288266,0.001903096,0.0002785076,0.8851159],"study_design_scores_gemma":[0.0009122024,0.00003985525,0.4046429,0.00005211723,0.00003171674,5.3203e-8,0.5619372,0.00006456507,0.01856489,0.01132444,0.002304668,0.0001254449],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923949,0.0002239262,0.001057537,0.002976583,0.0001946335,0.001499881,0.000001831007,0.0007513767,0.000899366],"genre_scores_gemma":[0.9823276,0.000006072938,0.01727433,0.00001431061,0.0000231092,0.0003058638,0.00001312749,0.000005653522,0.00002994656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8849905,"threshold_uncertainty_score":0.9850891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05409859283691071,"score_gpt":0.5034057046540472,"score_spread":0.4493071118171365,"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."}}