{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002732312,0.0001035903,0.0002003077,0.0004905116,0.000441568,0.00002838075,0.0001676368,0.0001219589,0.00001561373],"category_scores_gemma":[0.005083686,0.0001030724,0.00002228583,0.0006427596,0.00003177843,0.0003446265,0.00007974455,0.0003293285,0.0000114154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004002193,"about_ca_system_score_gemma":0.0003433276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002453943,"about_ca_topic_score_gemma":0.0001778205,"domain_scores_codex":[0.9983414,0.0004319956,0.0004323225,0.0002243726,0.0002878308,0.0002820302],"domain_scores_gemma":[0.9963426,0.0008380961,0.0004917999,0.000420442,0.001879535,0.00002750778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00278376,0.0002383113,0.6439216,0.01250618,0.00006032792,0.00004658124,0.2375312,0.000304213,0.0054552,0.005921153,0.01316689,0.07806458],"study_design_scores_gemma":[0.005691882,0.0002206088,0.7879625,0.004930431,0.00004972377,0.000001791243,0.1575856,0.000163322,0.004454467,0.0005526968,0.03791507,0.0004719647],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.955175,0.00005950976,0.003332894,0.03147142,0.001856364,0.002434911,0.000009899789,0.00005597092,0.005604004],"genre_scores_gemma":[0.9975111,5.783363e-7,0.0008842992,0.0008921134,0.000170588,0.0002734286,0.00003207713,0.00001954093,0.0002162252],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1440409,"threshold_uncertainty_score":0.6086015,"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."}}