{"id":"W4402330065","doi":"10.2478/amb-2024-0040","title":"Self-Perceived Health and Life Satisfaction During COVID-19 Pandemic","year":2024,"lang":"en","type":"article","venue":"Acta Medica Bulgarica","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Life satisfaction; Medicine; Demography; Self-rated health; Pandemic; Coronavirus disease 2019 (COVID-19); Quarter (Canadian coin); Gerontology; Psychology; Internal medicine; Social psychology; Disease","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008584788,0.000174557,0.0002820647,0.0006201737,0.0002652955,0.0005793919,0.0001626177,0.0003350631,0.003119263],"category_scores_gemma":[0.002845063,0.0001079399,0.0004540425,0.0006060962,0.0001993049,0.0003020611,0.0005051218,0.0005972173,0.0002968521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002054683,"about_ca_system_score_gemma":0.0001532403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001982454,"about_ca_topic_score_gemma":0.002664238,"domain_scores_codex":[0.9994968,0.0001712868,0.00006238986,0.0000572811,0.0001031671,0.0001089863],"domain_scores_gemma":[0.9979068,0.0003545303,0.0009920733,0.00005683515,0.0002656963,0.0004241146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009730907,0.00005655391,0.9970815,0.00002678277,0.00004427687,0.00003555918,0.0001978911,0.0000324642,0.0001405453,0.00001164132,0.0001365039,0.00213898],"study_design_scores_gemma":[0.000001646036,0.00009909664,0.9992657,0.000008395978,0.000005923476,0.0000439242,0.0003807727,0.00007030804,0.00002590424,0.000006716897,0.00008923765,0.000002428149],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980101,0.0002397874,0.00005680803,0.00006955627,0.00001024123,0.00001671654,0.00073751,0.000002740281,0.0008565161],"genre_scores_gemma":[0.9992556,0.00006094256,0.00004323659,0.00002343204,0.00000713498,0.00001160484,0.0003882908,6.317009e-7,0.0002090286],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003119263,"threshold_uncertainty_score":0.01043499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06083442315888487,"score_gpt":0.4069834483118809,"score_spread":0.346149025152996,"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."}}