{"id":"W3127233571","doi":"10.2196/15858","title":"The Relationship Between Individual Coping and the Need to Have and Seek Health Information Among Older Adults: Exploratory Mixed Methods Study","year":2021,"lang":"en","type":"article","venue":"JMIR Human Factors","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coping (psychology); Information seeking; Exploratory research; Psychology; Avoidance coping; Qualitative research; Information exchange; Clinical psychology; Social psychology; Applied psychology; Gerontology; Medicine; Computer science","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.002797534,0.0001373765,0.0002212041,0.0001375785,0.002727023,0.0003691766,0.0002648378,0.0001259163,0.000003535767],"category_scores_gemma":[0.00149198,0.00009300406,0.00003132557,0.0003900582,0.0005550356,0.0006148567,0.000231029,0.0003649274,0.000002227867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008009904,"about_ca_system_score_gemma":0.000126933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004478488,"about_ca_topic_score_gemma":0.006703904,"domain_scores_codex":[0.9970931,0.001586592,0.0003823293,0.0002097478,0.0004245481,0.0003036718],"domain_scores_gemma":[0.9973338,0.001929638,0.0002164288,0.0002701826,0.0001122927,0.0001376945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000003826251,0.00001091818,0.6616173,0.000007858872,0.00002158997,2.02496e-7,0.3312458,1.644752e-7,2.369306e-7,0.001980728,0.0003224568,0.004788945],"study_design_scores_gemma":[0.0006014624,0.00003355049,0.6320003,0.00002954092,0.00001084317,1.003419e-7,0.3659406,7.362038e-7,0.000009608999,0.000591077,0.0007117741,0.00007034529],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939043,0.0001178538,0.0002144772,0.003849237,0.0001121932,0.00155024,0.00001049109,0.0001382456,0.0001029399],"genre_scores_gemma":[0.9993097,0.000008785838,0.0001930375,0.0002102808,0.00004486152,0.0001611613,0.0000152134,0.000009328918,0.00004766167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03469486,"threshold_uncertainty_score":0.9985713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05892410274523734,"score_gpt":0.3872370347108277,"score_spread":0.3283129319655904,"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."}}