{"id":"W6902212153","doi":"10.6084/m9.figshare.26683714","title":"Additional file 4 of Counting what counts: assessing quality of life and its social determinants among nursing home residents with dementia","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Toronto; Dalhousie University; University of Victoria; University of Manitoba; St. Francis Xavier University; Mount Saint Vincent University; York University; Good Samaritan Society; University of Alberta","funders":"","keywords":"Nursing homes; Dementia; Quality of life (healthcare); Quality (philosophy); Long-term care; MEDLINE; Social determinants of health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014488,0.0009041714,0.001255074,0.002570027,0.001057531,0.001177675,0.001591702,0.001025024,0.8459758],"category_scores_gemma":[0.03067885,0.0004649714,0.0009163573,0.004774807,0.0002430029,0.00202391,0.001022284,0.0009160187,0.09495737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001194376,"about_ca_system_score_gemma":0.001659713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0213853,"about_ca_topic_score_gemma":0.02655015,"domain_scores_codex":[0.999193,0.000157849,0.0001945869,0.000148635,0.0001646132,0.0001412163],"domain_scores_gemma":[0.9801727,0.01342665,0.001877002,0.0007927436,0.003267796,0.0004631316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002827119,0.0001001772,0.004237238,0.001810046,0.00003358967,0.00003969219,0.00007665315,0.0001882185,0.00002279611,0.0005443192,0.9869127,0.005751759],"study_design_scores_gemma":[0.01036046,0.0005959625,0.167201,0.01325612,0.0004253051,0.0008544865,0.002479124,0.002925484,0.0006572724,0.01395247,0.7869726,0.000319664],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.0003239787,0.00001543726,0.00007932567,0.00009245718,0.00001725381,0.0001216715,0.9979242,0.00004978163,0.001375868],"genre_scores_gemma":[0.01926891,0.0002612548,0.002006972,0.0008020651,0.0001935755,0.00522021,0.9526137,0.00032327,0.01931014],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8459758,"threshold_uncertainty_score":0.2196968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09122531488041814,"score_gpt":0.4170234192131388,"score_spread":0.3257981043327207,"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."}}