{"id":"W2569154173","doi":"10.1186/s13063-016-1748-8","title":"Improving Nursing Home Care through Feedback On PerfoRMance Data (INFORM): Protocol for a cluster-randomized trial","year":2017,"lang":"en","type":"article","venue":"Trials","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; York University; University of Calgary; Interior Health; Alberta Health; University of Alberta","funders":"Canadian Institutes of Health Research","keywords":"Nursing; Context (archaeology); Psychological intervention; Medicine; Audit; Empowerment; Protocol (science); Health care; Alternative medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.00918481,0.0003492938,0.001964705,0.0001031994,0.003168048,0.0001986762,0.001193821,0.0003885513,0.000146194],"category_scores_gemma":[0.01047367,0.0002449694,0.0003828228,0.00006974502,0.0001798807,0.0008458302,0.0002624849,0.0004562163,0.0001214414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002707655,"about_ca_system_score_gemma":0.0008660516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004209518,"about_ca_topic_score_gemma":0.00003891464,"domain_scores_codex":[0.9951279,0.001125997,0.001921186,0.0006077305,0.0004289339,0.0007882328],"domain_scores_gemma":[0.9901386,0.004530219,0.002499571,0.002409723,0.0003026487,0.0001192365],"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":[0.8907336,0.00008295337,0.00001644183,0.0009543555,0.00005597845,4.807982e-7,0.005882855,0.000002854541,0.00002458197,0.0002204252,0.03846328,0.06356217],"study_design_scores_gemma":[0.9541218,0.000899612,0.00007577141,0.001604343,0.0002701172,7.584684e-7,0.002247102,0.0004811259,0.0001371452,0.000597188,0.0392104,0.0003545886],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.02961041,0.00005614006,0.002761089,0.002340415,0.01158018,0.9364318,0.000449645,0.0002732163,0.01649715],"genre_scores_gemma":[0.0885262,0.00002466508,0.006401372,0.0004546518,0.01469783,0.8857014,0.0005246375,0.0001523153,0.003516932],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.06338822,"threshold_uncertainty_score":0.998956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3443916347928735,"score_gpt":0.554246713683067,"score_spread":0.2098550788901934,"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."}}