{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001425124,0.0001633655,0.0004798755,0.0009242856,0.00111875,0.00002943001,0.0002721017,0.00004753656,0.0000807863],"category_scores_gemma":[0.00004099096,0.000148231,0.00007299426,0.0007574576,0.0007375113,0.0003828835,0.00009375229,0.0005041786,0.000005275821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001190661,"about_ca_system_score_gemma":0.000248243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001298292,"about_ca_topic_score_gemma":0.001963239,"domain_scores_codex":[0.9970406,0.0006859619,0.001038012,0.0002224073,0.0006096975,0.0004032751],"domain_scores_gemma":[0.9980001,0.0001840909,0.000543585,0.0003028995,0.0008597748,0.0001095906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002463889,0.0007871005,0.1014261,0.0004994746,0.0000701636,0.0003670249,0.8932325,0.0002710252,0.00006803661,0.0004151115,0.0002338561,0.002383163],"study_design_scores_gemma":[0.001956489,0.000627834,0.1346115,0.001222965,0.0001049867,0.0001340457,0.8606606,0.000123277,0.00001894057,0.0003615522,0.00005669149,0.000121093],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994309,0.0003267859,0.0006954593,0.00005482483,0.001339303,0.000774953,0.00001346392,0.00001314912,0.002473055],"genre_scores_gemma":[0.9984648,0.0000063833,0.001144318,0.000007584033,0.0001501528,0.000004933379,0.000001457802,0.000008279319,0.0002120693],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03318539,"threshold_uncertainty_score":0.8604632,"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."}}