{"id":"W2149727398","doi":"10.1186/1748-5908-5-49","title":"The impact of social networks on knowledge transfer in long-term care facilities: Protocol for a study","year":2010,"lang":"en","type":"article","venue":"Implementation Science","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Canadian Institutes of Health Research","keywords":"Social network (sociolinguistics); Psychological intervention; Protocol (science); Health administration; Social network analysis; Health informatics; Knowledge translation; Nursing research; Knowledge management; Health services research; Intervention (counseling); Computer science; Medicine; Public health; Nursing; Social media; World Wide Web","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.001603199,0.000090398,0.0001067432,0.0001458238,0.001142205,0.0001017539,0.0006238358,0.00005431171,0.00008310406],"category_scores_gemma":[0.0001258902,0.00006447774,0.00006219655,0.0007682255,0.001027473,0.0002702385,0.00003425898,0.0001469812,0.000001861379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000190498,"about_ca_system_score_gemma":0.0007141787,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001227038,"about_ca_topic_score_gemma":0.1149795,"domain_scores_codex":[0.9985709,0.00009698248,0.0002921197,0.000253646,0.0003634558,0.0004228686],"domain_scores_gemma":[0.9992275,0.0002197577,0.000051414,0.0001662059,0.0002882245,0.00004692182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001481781,0.0003380346,0.4002663,0.00002170355,0.00001288923,5.839702e-7,0.5044035,0.00001567717,0.001293714,0.008269326,0.000228119,0.08500193],"study_design_scores_gemma":[0.002749672,0.0006264963,0.8415442,0.000008301895,0.000003715404,1.545343e-7,0.1527965,0.00003560299,0.00113475,0.0001860256,0.0007924651,0.0001221085],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9176131,9.063695e-7,0.0002761254,0.0001302111,0.0001069001,0.08129612,0.0000253146,0.00003535386,0.0005159948],"genre_scores_gemma":[0.9285306,2.058985e-7,0.0000155208,0.000004659377,0.00004643185,0.07136331,0.000001485531,0.000004301915,0.00003351818],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4412779,"threshold_uncertainty_score":0.9011699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06640039136481785,"score_gpt":0.5084652624222902,"score_spread":0.4420648710574723,"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."}}