{"id":"W4210311864","doi":"10.12968/nrec.2022.0002","title":"Factors affecting quality and safety in residential care","year":2022,"lang":"en","type":"article","venue":"Nursing and Residential Care","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"CARE Canada","funders":"","keywords":"Download; Nursing homes; Health care; Library science; Medicine; Nursing; World Wide Web; Computer science; Political science; Law","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":[],"consensus_categories":[],"category_scores_codex":[0.001988684,0.0001817313,0.0003077877,0.001231489,0.001828689,0.001826004,0.000739033,0.0006854074,0.003583904],"category_scores_gemma":[0.01999897,0.0001934895,0.0008426259,0.001957519,0.001103343,0.0008392624,0.001094601,0.00100871,0.0002072352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002849342,"about_ca_system_score_gemma":0.0031451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04270676,"about_ca_topic_score_gemma":0.06782408,"domain_scores_codex":[0.9976376,0.0008064823,0.0003364757,0.0001247015,0.0005702765,0.0005244488],"domain_scores_gemma":[0.9810006,0.004727635,0.007027538,0.0004711861,0.003274041,0.003498952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000125346,0.0001637811,0.9941952,0.00002255108,0.00005488843,0.00007733595,0.0009540112,0.0001033283,0.00004635604,0.0001343943,0.0002529811,0.003869751],"study_design_scores_gemma":[0.000002815023,0.00009868834,0.996748,0.00001805847,0.00001638728,0.00006479223,0.002510834,0.0001217396,0.00002846225,0.0001419696,0.0002408092,0.000007427031],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969679,0.0004438904,0.0000858958,0.0004951027,0.00001846774,0.00001646094,0.0001431292,0.00000430613,0.00182487],"genre_scores_gemma":[0.9996031,0.0000779319,0.00006468254,0.00004218818,0.0000113267,0.000003502759,0.00005742427,0.000001804392,0.000137981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04270676,"threshold_uncertainty_score":0.08491635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05611248563663538,"score_gpt":0.4231608089629126,"score_spread":0.3670483233262772,"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."}}