{"id":"W2732842347","doi":"10.1093/geroni/igx004.4040","title":"EFFECTIVENESS OF PEER-BASED REMINDERS TO SUSTAIN CARE PROVIDER PRACTICE CHANGE: A CLUSTER RCT","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Psychological intervention; Randomized controlled trial; Intervention (counseling); Cluster randomised controlled trial; Medicine; Cluster (spacecraft); Sustainability; Knowledge translation; Health care; Family medicine; Nursing; Computer science; Knowledge management","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.01294345,0.001597594,0.002639929,0.0009375629,0.001479207,0.001436197,0.001920178,0.00224899,0.00479633],"category_scores_gemma":[0.01590876,0.0009323814,0.003271421,0.0009780518,0.001304469,0.001741773,0.001798039,0.002381307,0.0006944445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004151638,"about_ca_system_score_gemma":0.01098475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01422487,"about_ca_topic_score_gemma":0.0155141,"domain_scores_codex":[0.9880602,0.007434195,0.001000474,0.001549799,0.001036744,0.0009186289],"domain_scores_gemma":[0.9919459,0.003614922,0.001177607,0.001136169,0.0008636814,0.001261635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.4474262,0.2062624,0.008521331,0.01897322,0.009886138,0.000237482,0.005506139,0.003624041,0.003740118,0.001063119,0.004247306,0.2905124],"study_design_scores_gemma":[0.6981494,0.2610928,0.02171995,0.002727159,0.006005343,0.00006104594,0.001196942,0.002913934,0.001719799,0.0007916177,0.003477911,0.000144207],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9523751,0.002040623,0.001722583,0.0004992831,0.0003728597,0.04002357,0.000525989,0.0002281617,0.002211864],"genre_scores_gemma":[0.9377951,0.00138375,0.01265454,0.0005907104,0.0002571214,0.04555009,0.0003127006,0.00003491008,0.001421124],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01422487,"threshold_uncertainty_score":0.0684523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06881144790925832,"score_gpt":0.4606723403515726,"score_spread":0.3918608924423143,"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."}}