{"id":"W3169495913","doi":"10.1007/978-3-030-70293-9_1","title":"Scaling Participatory Methods for Cultural Change in Long Term Care Homes","year":2021,"lang":"en","type":"book-chapter","venue":"Design for inclusion","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver Coastal Health; Emily Carr University of Art and Design","funders":"","keywords":"Long-term care; Context (archaeology); Health care; Public relations; Participatory action research; Citizen journalism; Nursing; Sociology; Psychology; Business; Political science; Medicine; Geography","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":[0.05212274,0.001071679,0.000838915,0.001713735,0.004914415,0.005951312,0.003201657,0.001615857,0.00921138],"category_scores_gemma":[0.05643765,0.0006944034,0.0008831961,0.002197197,0.007010816,0.004700181,0.008851031,0.002720988,0.0009261522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004767596,"about_ca_system_score_gemma":0.009161616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002499946,"about_ca_topic_score_gemma":0.006437819,"domain_scores_codex":[0.9057137,0.08541163,0.00136775,0.001866468,0.00488185,0.0007585624],"domain_scores_gemma":[0.9241864,0.06624141,0.0009892248,0.004287341,0.003595583,0.0007000132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001469204,0.0008844409,0.001847296,0.002410349,0.00006771334,0.0001971132,0.115185,0.002371528,0.002772985,0.08894201,0.01186235,0.7733123],"study_design_scores_gemma":[0.0005236035,0.002128055,0.009245863,0.008887466,0.0001883811,0.0007135743,0.2170302,0.01603146,0.01167412,0.4415821,0.2917913,0.0002039751],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03905291,0.004053974,0.8455999,0.003847448,0.0007008266,0.01173169,0.0003512597,0.0006141354,0.0940477],"genre_scores_gemma":[0.162048,0.001442317,0.8043892,0.0006351664,0.0000538969,0.01793381,0.0001528709,0.0002052517,0.01313948],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05212274,"threshold_uncertainty_score":0.2756547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2700916909186696,"score_gpt":0.5160824302915913,"score_spread":0.2459907393729217,"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."}}