{"id":"W2889408271","doi":"10.1016/j.socscimed.2018.08.030","title":"A healthy dose of realism: The role of optimistic and pessimistic expectations when facing a downward spiral in health","year":2018,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Optimism, Hope, and Well-being","field":"Psychology","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University; University of Manitoba","funders":"Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research; Royal Society of Canada","keywords":"Pessimism; Premise; Optimism; Self-rated health; Psychology; Logistic regression; Medicine; Social psychology; Gerontology; Demography; Sociology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001509487,0.0001005535,0.0003160624,0.0001362058,0.0004071021,0.000008687576,0.0002620647,0.00004800414,0.0001493717],"category_scores_gemma":[0.0002932916,0.00007054145,0.00002381269,0.0006555945,0.002784626,0.0000703421,0.00003853479,0.0001455954,0.000002566106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008377781,"about_ca_system_score_gemma":0.0002982753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005525293,"about_ca_topic_score_gemma":0.0002975939,"domain_scores_codex":[0.9983414,0.0001453931,0.0004720078,0.0002765448,0.0003682882,0.0003964142],"domain_scores_gemma":[0.999144,0.0001427605,0.0002745504,0.000184928,0.0001278634,0.0001258712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001489992,0.0001155113,0.008226981,0.00007021912,0.00001038431,0.000003416879,0.8698757,0.000007014743,0.001455482,0.05018134,0.0006063926,0.06929852],"study_design_scores_gemma":[0.008150517,0.00570303,0.2477989,0.001112615,0.0001315222,0.00005143265,0.6483634,0.003965732,0.0003356504,0.0805826,0.003101555,0.0007030322],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9335611,0.001131512,0.0006615386,0.006327024,0.0004595325,0.0004477001,0.00001053668,0.00002346139,0.05737754],"genre_scores_gemma":[0.9988504,0.00002114821,0.0001757463,0.0005612805,0.0003141776,0.00001318522,0.000001755011,0.000006739463,0.00005557572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2395719,"threshold_uncertainty_score":0.9999292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02685211531979768,"score_gpt":0.3723656845119688,"score_spread":0.3455135691921711,"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."}}