{"id":"W3165207238","doi":"10.1016/j.jsr.2021.05.002","title":"Implementation of participatory organizational change in long term care to improve safety","year":2021,"lang":"en","type":"article","venue":"Journal of Safety Research","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute for Work & Health","funders":"","keywords":"Psychological intervention; Staffing; Checklist; Nursing; Safety culture; Occupational safety and health; Focus group; Program evaluation; Unit (ring theory); Medicine; Business; Psychology; Marketing","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005866541,0.0001187029,0.0004199534,0.0006751508,0.0004975951,0.00001030908,0.0003169304,0.0001694978,0.003180452],"category_scores_gemma":[0.001367801,0.0001081732,0.00008356264,0.001750786,0.00008152832,0.000286458,0.0003230321,0.001434251,0.0001000153],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001325233,"about_ca_system_score_gemma":0.006421489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005870455,"about_ca_topic_score_gemma":0.003525538,"domain_scores_codex":[0.9933366,0.001994428,0.001692905,0.0002428608,0.00184853,0.0008846507],"domain_scores_gemma":[0.9908265,0.001694094,0.0003458908,0.0002815331,0.006339974,0.0005119396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001303295,0.0001530757,0.9354845,0.0008296098,0.00002631526,0.00007439494,0.008711139,0.00001347762,0.001686995,0.001081997,0.0003036504,0.05033154],"study_design_scores_gemma":[0.002110835,0.000514114,0.9838216,0.0004823977,0.000006221574,0.000006051787,0.01003686,0.00001438076,0.001229157,0.0001035183,0.001590611,0.00008430586],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9836522,0.001432442,0.0002707104,0.009743136,0.000712149,0.001939576,0.0002487878,0.000007855014,0.00199317],"genre_scores_gemma":[0.9969953,0.001040842,0.0004201953,0.0003427912,0.0008010844,0.00008508868,0.000082372,0.00002851782,0.0002038488],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05024723,"threshold_uncertainty_score":0.9992112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2307913583861519,"score_gpt":0.5939894144953987,"score_spread":0.3631980561092467,"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."}}