{"id":"W4245478747","doi":"10.1159/000081673","title":"Quality of Life","year":2004,"lang":"en","type":"review","venue":"Contributions to nephrology","topic":"Resilience and Mental Health","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; London Health Sciences Centre","funders":"","keywords":"Quality (philosophy); History; Philosophy; Epistemology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000658958,0.0002953135,0.002176584,0.0002948468,0.0001027503,0.000005570297,0.0004568801,0.0006825324,0.001109117],"category_scores_gemma":[0.0003791207,0.0002568656,0.0004659487,0.0005451014,0.0002103309,0.00002746585,0.0001082971,0.0004144121,0.003003048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000356884,"about_ca_system_score_gemma":0.001410274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005140634,"about_ca_topic_score_gemma":0.00007100737,"domain_scores_codex":[0.9967038,0.0007517593,0.001265208,0.0005045446,0.0001385094,0.0006361727],"domain_scores_gemma":[0.997705,0.0004499959,0.0005179343,0.0008070098,0.0001555083,0.0003645423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007311413,0.0003345046,0.00001332539,0.003501064,0.0002497895,0.00001003331,0.0001330788,9.185123e-7,0.00000181171,0.160058,0.01042877,0.8251956],"study_design_scores_gemma":[0.0004914048,0.0002656044,0.0002619336,0.0007106706,0.0001387196,0.00003629809,0.00002356437,2.414139e-8,2.719122e-7,0.0005193598,0.9973607,0.0001914498],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006623808,0.9916721,0.0008950392,0.0004027259,0.0009187369,0.001421528,0.001220437,0.0000500197,0.00335319],"genre_scores_gemma":[0.0005249594,0.9962541,0.00006460437,0.001264254,0.0002532671,0.0005058631,0.0002613128,0.00002530191,0.0008463771],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9869319,"threshold_uncertainty_score":0.9999884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08260369794466402,"score_gpt":0.5095320111871864,"score_spread":0.4269283132425223,"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."}}