{"id":"W2152153918","doi":"10.1186/1748-5908-6-12","title":"Knowledge-to-action processes in SHRTN collaborative communities of practice: A study protocol","year":2011,"lang":"en","type":"article","venue":"Implementation Science","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; University of Alberta; University of Ottawa; University of Waterloo; Western University; Concordia University; Élisabeth Bruyère Hospital","funders":"Canadian Institutes of Health Research; Alzheimer Society; Research Institute for Aging, University of Waterloo; University of Ontario Institute of Technology","keywords":"Knowledge management; Knowledge transfer; Health informatics; Health services research; Context (archaeology); Health care; Conceptual framework; Health administration; Knowledge translation; Action research; Participant observation; Medicine; Public relations; Sociology; Public health; Computer science; Nursing; Pedagogy; Political science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.009058142,0.0001544725,0.0002510307,0.0009735306,0.001089527,0.00003243853,0.0006558208,0.00003560869,0.001107508],"category_scores_gemma":[0.003507915,0.0001424219,0.00001200483,0.007124707,0.0003569299,0.002216435,0.0002909014,0.0002551797,0.0001439688],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005101381,"about_ca_system_score_gemma":0.007059498,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00636158,"about_ca_topic_score_gemma":0.05189322,"domain_scores_codex":[0.9948125,0.001732331,0.001482293,0.0003496973,0.0009132958,0.0007098556],"domain_scores_gemma":[0.9934323,0.001835633,0.0009145395,0.0004074902,0.003176596,0.0002334538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001689444,0.0003424716,0.2304167,0.0002015848,0.000004103139,8.037601e-7,0.7639029,0.00000310039,0.0008285571,0.0005499437,0.0005189328,0.003061959],"study_design_scores_gemma":[0.002154296,0.0007809777,0.2809091,0.00006215859,0.000005520852,7.777087e-7,0.6997483,0.00001061382,0.002676303,0.00009382996,0.01343193,0.0001262094],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7751178,0.000001544453,0.0008665263,0.00109885,0.0003216102,0.2053289,0.00006688954,0.00007822998,0.0171196],"genre_scores_gemma":[0.8280841,0.000001486886,0.00536043,0.001561127,0.00002861294,0.1648956,0.000001777377,0.00001063744,0.0000562377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06415461,"threshold_uncertainty_score":0.9998056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8418425777055992,"score_gpt":0.7912987968780191,"score_spread":0.05054378082758015,"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."}}