{"id":"W4379093690","doi":"10.1093/geront/gnad064","title":"Building a Program Theory of Implementation Using Process Evaluation of a Complex Quality Improvement Trial in Nursing Homes","year":2023,"lang":"en","type":"article","venue":"The Gerontologist","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of British Columbia, Okanagan Campus; University of Calgary; University of Manitoba; Centre for Advancing Health Outcomes; York University; University of British Columbia; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Fidelity; Psychological intervention; Theory of change; Grounded theory; Context (archaeology); Nursing; Psychology; Intervention (counseling); Qualitative property; Applied psychology; Qualitative research; Process management; Medicine; Computer science; Engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1437207,0.001695464,0.002009309,0.00327113,0.002187618,0.005373541,0.003291988,0.00235497,0.005148689],"category_scores_gemma":[0.233772,0.001160202,0.002930125,0.002097556,0.006362401,0.006763704,0.004567007,0.004359564,0.0003437213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01562056,"about_ca_system_score_gemma":0.03643044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007771769,"about_ca_topic_score_gemma":0.005910988,"domain_scores_codex":[0.8004791,0.1724876,0.00502981,0.006193376,0.01334145,0.002468653],"domain_scores_gemma":[0.7947304,0.1776849,0.007665018,0.007879041,0.01039371,0.001646818],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.003645052,0.01179606,0.03285814,0.01608117,0.002491263,0.0002368831,0.02446762,0.1160422,0.001572271,0.1955581,0.006523334,0.5887278],"study_design_scores_gemma":[0.01607106,0.05145093,0.03668918,0.02160781,0.006014282,0.0003400382,0.01157444,0.5569659,0.01204179,0.2574534,0.029283,0.0005082084],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1338108,0.001128734,0.7533939,0.004839498,0.0003886855,0.08186541,0.0006299495,0.0008957875,0.02304724],"genre_scores_gemma":[0.3988984,0.0005210305,0.5164267,0.0009495121,0.00005484875,0.08229928,0.0002149589,0.00006797091,0.0005671992],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8562793,"threshold_uncertainty_score":0.7600766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3852765576244078,"score_gpt":0.6174228022647791,"score_spread":0.2321462446403713,"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."}}