{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.000523257,0.0002080155,0.0003988559,0.0002746461,0.002875253,0.00004428995,0.0001196766,0.0001741969,0.0001577095],"category_scores_gemma":[0.000136466,0.0002037875,0.00008506958,0.0003109927,0.0001079709,0.0001109624,0.0001783248,0.0009023498,0.000001947082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006343595,"about_ca_system_score_gemma":0.0002241937,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007320222,"about_ca_topic_score_gemma":0.003186631,"domain_scores_codex":[0.9967812,0.001266103,0.0005152047,0.0004890795,0.000422596,0.0005258758],"domain_scores_gemma":[0.9989682,0.0003585232,0.0001904603,0.0002319483,0.0001132878,0.0001375112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0009466732,0.00005526986,0.3037137,0.001187468,0.00002977829,0.00004485375,0.6585211,0.00005603025,0.0006779133,0.0002442528,0.006956287,0.0275667],"study_design_scores_gemma":[0.0009560497,0.00009342803,0.5092154,0.0002576374,0.00004152286,0.000003556669,0.4882693,0.000001711546,0.00007339481,0.0001461736,0.0007654135,0.0001764603],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9839532,0.008804528,0.00001189983,0.0006459535,0.003423288,0.0005049568,0.00007255847,0.00009508074,0.002488576],"genre_scores_gemma":[0.9989906,0.00007320306,0.00002814007,0.00004564123,0.0003902173,0.00001840938,0.0001218739,0.0000320721,0.0002998573],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2055017,"threshold_uncertainty_score":0.9992901,"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."}}