{"id":"W4385751612","doi":"10.1111/opn.12563","title":"Communities of practice in residential aged care: A rapid review","year":2023,"lang":"en","type":"review","venue":"International Journal of Older People Nursing","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"Medical Research Future Fund","keywords":"Aged care; Gerontology; Gerontological nursing; Nursing; Medicine; Residential care; Psychology","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":[0.02003894,0.001384632,0.005300824,0.03282448,0.001184694,0.005755917,0.002489172,0.003261829,0.004571069],"category_scores_gemma":[0.06613735,0.001414812,0.004532432,0.0324321,0.001635324,0.008381451,0.003778977,0.002122783,0.0006747864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01051381,"about_ca_system_score_gemma":0.02676274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01047734,"about_ca_topic_score_gemma":0.03050164,"domain_scores_codex":[0.9790499,0.007636046,0.006517214,0.001120667,0.00509947,0.0005766989],"domain_scores_gemma":[0.8993723,0.06774431,0.01732703,0.001319305,0.01290564,0.001331512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001321235,0.00004154968,0.0007097069,0.725611,0.0008657579,0.0001976942,0.0009559581,0.0001129919,0.00019349,0.0009348709,0.007213105,0.2630317],"study_design_scores_gemma":[0.00008938325,0.0001956754,0.003338225,0.9105932,0.002495759,0.0005981964,0.001029031,0.00006055315,0.000081548,0.0003418515,0.08113844,0.00003802772],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003425122,0.9978314,0.00008737019,0.0005680696,0.0002697186,0.0003991772,0.00009857143,0.00000715192,0.0003959905],"genre_scores_gemma":[0.003070536,0.9944304,0.001010557,0.0006006583,0.0001340418,0.0005555628,0.00009373925,0.000003475194,0.0001010657],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03282448,"threshold_uncertainty_score":0.1059773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1122044723701584,"score_gpt":0.5081940266265026,"score_spread":0.3959895542563442,"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."}}