{"id":"W2981551430","doi":"10.1093/med:psych/9780198508144.003.0003","title":"Proactive Coping and Quality of Life Management","year":2002,"lang":"en","type":"book-chapter","venue":"Oxford University Press eBooks","topic":"Health, psychology, and well-being","field":"Health Professions","cited_by":234,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Coping (psychology); Psychology; Burnout; Applied psychology; Social psychology; Clinical psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0006218715,0.0003362141,0.0002251676,0.0005766904,0.0003786891,0.002192363,0.0005281246,0.0009110976,0.01291986],"category_scores_gemma":[0.0008295046,0.0001110767,0.0002934313,0.0006964079,0.0007508279,0.0009361204,0.0008903696,0.001176123,0.001609501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008160718,"about_ca_system_score_gemma":0.0008245002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007263097,"about_ca_topic_score_gemma":0.0009071006,"domain_scores_codex":[0.9996737,0.0001017037,0.00001727596,0.00003976828,0.0001223844,0.00004519895],"domain_scores_gemma":[0.9997995,0.00009712805,0.00002923442,0.00001019816,0.00003500921,0.00002892556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003043378,0.0001716379,0.001591732,0.0009558166,0.00003085938,0.0002100282,0.005679038,0.0008330177,0.001043915,0.2098211,0.08623596,0.6933965],"study_design_scores_gemma":[0.00001257393,0.0001255894,0.008785,0.001702611,0.00001402975,0.0008879341,0.00159314,0.0003329969,0.0003551206,0.08824989,0.8979097,0.00003142372],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0148829,0.2896022,0.02566529,0.03245638,0.003452898,0.0003147211,0.0002783147,0.000213814,0.6331335],"genre_scores_gemma":[0.2195528,0.3420618,0.02631164,0.01318521,0.003273353,0.0009792084,0.0006302304,0.0001359906,0.3938697],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01291986,"threshold_uncertainty_score":0.04322129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1308076964445195,"score_gpt":0.3591542481916153,"score_spread":0.2283465517470959,"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."}}