{"id":"W2957765577","doi":"10.26911/theicph.2019.01.45","title":"The Impact of Family and Peer Supports in Reducing Depression among Osteoarthritis Patients","year":2019,"lang":"en","type":"article","venue":"Promoting Population Mental Health and Well-Being","topic":"Mental Health and Well-being","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Depression (economics); Osteoarthritis; Medicine; Physical therapy; WOMAC; Peer support; Family support; Beck Depression Inventory; Social support; Anxiety; Internal medicine; Psychiatry; Psychology; Alternative medicine","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":[0.002006676,0.0001438617,0.0002410019,0.0001037131,0.001157138,0.00007652857,0.00007950427,0.00008481184,0.00001591703],"category_scores_gemma":[0.00009819307,0.0001174747,0.0000429746,0.0002007511,0.00007994648,0.0003854727,0.00007109727,0.0001863616,0.000002686843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002455467,"about_ca_system_score_gemma":0.0001106342,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0294948,"about_ca_topic_score_gemma":0.0009675348,"domain_scores_codex":[0.9976486,0.0003508856,0.0006278945,0.0003123354,0.0004719179,0.0005883428],"domain_scores_gemma":[0.998976,0.0001240283,0.0003650654,0.000112438,0.00004946528,0.0003730162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000414948,0.00003005787,0.8915743,0.0001351937,0.000001909829,3.993239e-7,0.02548673,0.000007036952,0.00002678619,0.000144778,0.00002090533,0.08253036],"study_design_scores_gemma":[0.0009389549,0.0003275908,0.9921634,0.0008258859,0.000002043545,0.000001398652,0.003415168,0.0008874263,0.00005946215,0.001150722,0.00009421269,0.0001337537],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941335,0.0003650318,0.000001329655,0.0003092041,0.0003303059,0.001230761,0.000002721055,0.00002339454,0.003603746],"genre_scores_gemma":[0.9992326,0.0003105745,0.000069509,0.0000817708,0.00005441254,0.0000115286,0.00007375736,0.00001519211,0.0001506094],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.100589,"threshold_uncertainty_score":0.9769679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008078738680904878,"score_gpt":0.3202619789037675,"score_spread":0.3121832402228626,"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."}}