{"id":"W4387564905","doi":"10.20944/preprints202310.0397.v1","title":"Quality of Life and Health Determinants of Informal Caregivers Aged 65 Years and Over","year":2023,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Health and Wellbeing Research","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut Universitaire de Gériatrie de Montréal; Université du Québec à Montréal","funders":"","keywords":"Quality of life (healthcare); Gerontology; Mental health; Psychology; Physical activity; Medicine; Physical therapy; Psychiatry; Nursing","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"],"consensus_categories":[],"category_scores_codex":[0.007199983,0.0002429619,0.001079416,0.000302488,0.0002664186,0.000004446242,0.0003633942,0.0005530137,0.0002368321],"category_scores_gemma":[0.001810804,0.0002501101,0.0001013418,0.0001685072,0.0002745257,0.00008453485,0.00305927,0.001837134,0.0001049618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001338201,"about_ca_system_score_gemma":0.002965121,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0296659,"about_ca_topic_score_gemma":0.002234828,"domain_scores_codex":[0.9952299,0.001074021,0.001696976,0.0006177154,0.0006050442,0.0007763404],"domain_scores_gemma":[0.9961364,0.0008618083,0.001204102,0.0009312113,0.000186866,0.0006795697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001755148,0.00003035493,0.9729492,0.01157251,0.00003976308,0.000002987964,0.01301627,0.000006845942,0.00006271659,0.00005743885,0.0002913329,0.001795068],"study_design_scores_gemma":[0.001031139,0.00004491963,0.9951644,0.0009740037,0.000007076479,3.108959e-7,0.001697369,0.0000468883,0.00005422929,0.0002622558,0.0005506688,0.0001667579],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960809,0.0002180765,0.000007013173,0.0005291675,0.0004641202,0.001551553,0.000189385,0.00007002283,0.0008896992],"genre_scores_gemma":[0.9963883,0.001943546,0.00006389199,0.0002953161,0.00009015017,0.00009926366,0.00002852418,0.00003841192,0.001052586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02743107,"threshold_uncertainty_score":0.9999951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3882761849705272,"score_gpt":0.5495683603610019,"score_spread":0.1612921753904746,"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."}}