{"id":"W4384498198","doi":"10.3389/fpsyt.2023.1209936","title":"The relationship between alexithymia, depression, anxiety, and stress in elderly with multiple chronic conditions in China: a network analysis","year":2023,"lang":"en","type":"article","venue":"Frontiers in Psychiatry","topic":"Mental Health Research Topics","field":"Psychology","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Alexithymia; Anxiety; Psychology; Toronto Alexithymia Scale; Clinical psychology; Depression (economics); Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007085908,0.0003065951,0.0003215049,0.002905525,0.0007514209,0.0007093603,0.0003044957,0.0002452659,0.001629279],"category_scores_gemma":[0.002915406,0.0001532657,0.0006144959,0.002239421,0.0003032274,0.0007503458,0.001033938,0.0002357698,0.00007201757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009660062,"about_ca_system_score_gemma":0.0007011353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02312429,"about_ca_topic_score_gemma":0.03079465,"domain_scores_codex":[0.9993253,0.0001953032,0.00008812741,0.0001647942,0.0001096309,0.0001168387],"domain_scores_gemma":[0.9988554,0.0003080325,0.0004315089,0.00006282589,0.0001708681,0.0001714335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002917863,0.0000159376,0.9928597,0.00004035913,0.0001377722,0.0001047104,0.0005639435,0.0004251679,0.0001166775,0.0002268732,0.0001858456,0.005293895],"study_design_scores_gemma":[0.000005073958,0.00003413761,0.9897285,0.00002976633,0.0001109154,0.0001596841,0.001536301,0.00733708,0.00005459766,0.0005014778,0.0004936723,0.000008834898],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976078,0.0002340597,0.0009224748,0.0001465637,0.000006343608,0.00002629455,0.0003684348,0.00000629656,0.0006816289],"genre_scores_gemma":[0.9991073,0.00011395,0.0003320811,0.0000112558,0.000007016144,0.00002106433,0.0002997211,0.000001035563,0.0001065199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02312429,"threshold_uncertainty_score":0.04597944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02367410555235307,"score_gpt":0.3511677610751175,"score_spread":0.3274936555227644,"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."}}