{"id":"W7113666369","doi":"","title":"Mapping Nursing Home Inspections &amp; Audits in Six Countries","year":2016,"lang":"en","type":"article","venue":"Duo Research Archive (University of Oslo)","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Audit; Welfare; Quality (philosophy); Health care; Quality audit; Categorization; Outcome (game theory); Nursing homes","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":[0.008088647,0.000239285,0.0004954889,0.01099644,0.0005881621,0.002179896,0.0004967499,0.0005471814,0.0006672693],"category_scores_gemma":[0.01922112,0.0004449806,0.0006919978,0.01642611,0.001094959,0.001305129,0.002381467,0.0005252886,0.0001032473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003274772,"about_ca_system_score_gemma":0.003540291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04671945,"about_ca_topic_score_gemma":0.03889805,"domain_scores_codex":[0.9919986,0.002731182,0.001967176,0.0009504127,0.001301262,0.001051355],"domain_scores_gemma":[0.9731156,0.009665506,0.009833421,0.001207054,0.00556425,0.0006140327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000277019,0.0001040935,0.9062172,0.001971834,0.0002155204,0.0007830144,0.01410647,0.00169192,0.0008078064,0.002997606,0.001497182,0.06933029],"study_design_scores_gemma":[0.00001152695,0.00007851132,0.9745879,0.0006505618,0.0001117434,0.0002837339,0.01678414,0.0003410539,0.0004767517,0.0001524435,0.006499972,0.00002172862],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988739,0.005595522,0.0005857717,0.0002082706,0.00001436133,0.00006044731,0.001108932,0.000010635,0.003677061],"genre_scores_gemma":[0.993135,0.003602372,0.001051014,0.000105781,0.00000478864,0.0000718173,0.001556156,0.000008935706,0.0004641823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04671945,"threshold_uncertainty_score":0.09289497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07452210918213217,"score_gpt":0.3752933658685828,"score_spread":0.3007712566864507,"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."}}