{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001374914,0.0004028461,0.0008288702,0.0002786129,0.001506986,0.00001901235,0.0002365284,0.0009766687,0.0001924662],"category_scores_gemma":[0.0002278202,0.0003569011,0.0003553056,0.00007142023,0.00004688061,0.0001111946,0.0006761666,0.0005438462,0.00001170946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007702744,"about_ca_system_score_gemma":0.0003315684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009606456,"about_ca_topic_score_gemma":0.0002037285,"domain_scores_codex":[0.9974578,0.0003561888,0.0007256025,0.000580814,0.0002215128,0.0006580829],"domain_scores_gemma":[0.9970032,0.001614691,0.0003833366,0.000363474,0.0004968284,0.0001384743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008671887,0.00005785353,0.000329408,0.007651162,0.0001151474,0.00003580954,0.1313107,0.000006537839,0.0009417356,0.005511904,0.01028303,0.8428895],"study_design_scores_gemma":[0.009358859,0.001276308,0.003306113,0.0240751,0.001652724,0.00001093054,0.01669534,0.0009130036,0.002533297,0.02408361,0.9126688,0.003425866],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.009672331,0.3696278,0.4647895,0.004193356,0.0403056,0.06253409,0.00169181,0.001292406,0.04589311],"genre_scores_gemma":[0.06182217,0.009957259,0.3879355,0.00397664,0.01962778,0.01912893,0.01622546,0.001750809,0.4795755],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9023858,"threshold_uncertainty_score":0.9998883,"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."}}