{"id":"W4412007271","doi":"10.1186/s12877-025-06133-y","title":"Comparison between two Canadian Provinces on technology use for social interaction by older adults: comparative cross-sectional survey study","year":2025,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Simon Fraser University; University of British Columbia; Saskatchewan Health Authority; University of British Columbia Hospital","funders":"","keywords":"Cross-sectional study; Gerontology; Medicine; Thematic analysis; IBM; Environmental health; Qualitative research; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002236538,0.0005933227,0.0008195209,0.003956736,0.004880524,0.002041034,0.001595159,0.0007603553,0.002099999],"category_scores_gemma":[0.004958418,0.0006840409,0.001295752,0.00948432,0.0008821767,0.0007447099,0.001804379,0.000851278,0.0002981659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0307355,"about_ca_system_score_gemma":0.03959543,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.993365,"about_ca_topic_score_gemma":0.995582,"domain_scores_codex":[0.9974542,0.0002170262,0.0002433761,0.0003246139,0.0009705342,0.0007902767],"domain_scores_gemma":[0.9956393,0.0003130192,0.000653446,0.0001090788,0.00251872,0.0007663405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000747516,0.00006790222,0.9898976,0.0001884788,0.0000898132,0.0001160608,0.005070701,0.00003994591,0.0001443151,0.00008881307,0.0008249141,0.003396606],"study_design_scores_gemma":[0.000005993375,0.00003419783,0.9898248,0.0000678681,0.0000275082,0.0000374406,0.009204244,0.00007946073,0.00002793548,0.000008073594,0.0006696284,0.00001273847],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990854,0.0006962511,0.0001157277,0.0002174211,0.00001648304,0.0001832699,0.005586823,0.000008254891,0.002321585],"genre_scores_gemma":[0.995535,0.0007140362,0.0003261936,0.0002075613,0.000007234679,0.0001690164,0.002465714,0.00000535483,0.0005699152],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0307355,"threshold_uncertainty_score":0.2230027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09255317603744749,"score_gpt":0.4312789624873282,"score_spread":0.3387257864498807,"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."}}