{"id":"W2891692638","doi":"10.1111/jonm.12681","title":"Supervisory relationships in long-term care facilities: A comparative case study of two facilities using complexity science","year":2018,"lang":"en","type":"article","venue":"Journal of Nursing Management","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"Ontario Ministry of Health and Long-Term Care","keywords":"Nursing; Supervisor; Staffing; Quality (philosophy); Long-term care; Work (physics); Nursing management; Medicine; Psychology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.005897834,0.0005655853,0.0006657344,0.002026257,0.009607606,0.002157496,0.002421005,0.001899224,0.002666764],"category_scores_gemma":[0.01154323,0.0005009842,0.0006137953,0.001586207,0.003030936,0.001861753,0.004324399,0.002066603,0.0001926363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008777183,"about_ca_system_score_gemma":0.00470785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02122411,"about_ca_topic_score_gemma":0.07454429,"domain_scores_codex":[0.9931138,0.00464261,0.00021344,0.0003765502,0.0005581416,0.001095497],"domain_scores_gemma":[0.9924319,0.00316909,0.001539422,0.000395432,0.0009487517,0.001515466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0007116237,0.005271071,0.1269157,0.0008994231,0.0001029568,0.02924556,0.7866151,0.0004852954,0.002050284,0.001686283,0.00140696,0.04460974],"study_design_scores_gemma":[0.0000746002,0.003692123,0.1013748,0.0004970879,0.000067743,0.007009853,0.879876,0.0005163112,0.0007592657,0.000351341,0.005708503,0.00007224903],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979739,0.0003508706,0.00036572,0.0001750578,0.000009676193,0.0001046097,0.00002860402,0.000003399366,0.0009881881],"genre_scores_gemma":[0.9982898,0.0003147788,0.0007613885,0.00008085166,0.000008119524,0.0001135529,0.00002388052,0.000003044819,0.0004045921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02122411,"threshold_uncertainty_score":0.06368327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4228340201128744,"score_gpt":0.4971257857095128,"score_spread":0.07429176559663841,"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."}}