{"id":"W3132128201","doi":"10.1177/0340035221991563","title":"The information needs and behaviour of the Egyptian elderly living in care homes: An exploratory study","year":2021,"lang":"en","type":"article","venue":"IFLA Journal","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Loneliness; Quarter (Canadian coin); Recreation; Gerontology; Elderly people; Information needs; Exploratory research; Health information; Psychology; Medical information; Health care; Medicine; Sociology; Family medicine; Social psychology; Geography; Social science; Library science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008277099,0.00005602195,0.00008302787,0.00009574187,0.0007169615,0.0001724425,0.0003074655,0.00006938838,0.000009427926],"category_scores_gemma":[0.0003539284,0.00003642779,0.00002739703,0.0003948339,0.0001633034,0.0007334446,0.00008250143,0.0003424639,9.887467e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006740009,"about_ca_system_score_gemma":0.0003078449,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001802884,"about_ca_topic_score_gemma":0.04169535,"domain_scores_codex":[0.9988653,0.0003956261,0.0002326284,0.00004567255,0.000295405,0.0001653901],"domain_scores_gemma":[0.9993632,0.00008180879,0.0001464177,0.0001625272,0.0001968686,0.00004920778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000001831052,0.00003280751,0.4876744,0.00000229639,0.000006155427,0.000004374626,0.4876834,0.000002667088,0.00001943728,0.0001432057,0.00005078779,0.02437865],"study_design_scores_gemma":[0.0001519513,0.00005520953,0.3409757,0.00004230442,0.000007606435,0.00000948098,0.6578771,0.000001405972,0.00004212167,0.0001036659,0.0006999003,0.0000335818],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976516,0.0005430414,0.000007471888,0.001106649,0.0002539516,0.000128457,0.000001118439,0.00001593827,0.0002917323],"genre_scores_gemma":[0.9997113,0.0001475486,0.00002105737,0.00004209037,0.00004405786,0.000004810482,1.894083e-7,0.000003486361,0.00002544846],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1701937,"threshold_uncertainty_score":0.9757912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01256498612902964,"score_gpt":0.2741134855201717,"score_spread":0.2615484993911421,"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."}}