{"id":"W7037708718","doi":"","title":"Factors Associated With Hope and Quality of
\\nLife in Patients With Coronary Artery Disease","year":2022,"lang":"en","type":"article","venue":"University of the South Pacific Electronic Research Repository (The University of the South Pacific)","topic":"Linguistics, Language Diversity, and Identity","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hopefulness; Feeling; Quality of life (healthcare); Affect (linguistics); Coronary artery disease; Social support","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":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.001044094,0.000214628,0.0003896847,0.0002207663,0.00296309,0.00002960413,0.001356039,0.00005984761,0.0001207864],"category_scores_gemma":[0.0004414963,0.0001479193,0.0002418775,0.0003600123,0.00307698,0.0001647565,0.0009457801,0.0008720645,0.00000162126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004689475,"about_ca_system_score_gemma":0.0004735879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002826145,"about_ca_topic_score_gemma":0.002260373,"domain_scores_codex":[0.9958726,0.001696128,0.000218349,0.0003994823,0.001295279,0.0005181174],"domain_scores_gemma":[0.99722,0.0002602897,0.0005015892,0.0008210635,0.001077414,0.0001196766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001486059,0.0003258526,0.8083697,0.00007294455,0.0003482262,0.000007619131,0.1878199,0.0001674557,0.00000902026,0.0007915525,0.0005945031,0.000007172258],"study_design_scores_gemma":[0.001679689,0.0002991308,0.5200789,0.00008233962,0.0001817317,1.400259e-7,0.4767098,0.00003897357,0.00001771008,0.00009652582,0.0006218071,0.0001932286],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957233,0.00007933928,0.000004661035,0.00005601493,0.0003400582,0.0006394258,0.0004744414,0.00002137401,0.0026614],"genre_scores_gemma":[0.991385,0.000006330515,0.000001544392,0.000004924118,0.00005119347,1.694836e-7,0.00002363889,0.00001442487,0.008512738],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2888899,"threshold_uncertainty_score":0.9996361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03617178763199656,"score_gpt":0.2081912154589519,"score_spread":0.1720194278269553,"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."}}