{"id":"W2471908204","doi":"10.1177/1355819616653981","title":"The 'dark side' of knowledge brokering","year":2016,"lang":"en","type":"article","venue":"Research Explorer (The University of Manchester)","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":153,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institutes of Health; National Institute for Health and Care Research; Canadian Health Services Research Foundation","keywords":"Enabling; Bridge (graph theory); Knowledge management; Set (abstract data type); Position (finance); Great Rift; Categorization; Business; Public relations; Process (computing); Psychology; Political science; Computer science; Medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.136957,0.0008807674,0.001944435,0.005749524,0.01639882,0.03782546,0.004723657,0.01342273,0.00945597],"category_scores_gemma":[0.1557017,0.001625977,0.001163525,0.00525849,0.07489528,0.06387318,0.04189625,0.01103733,0.002666229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008026127,"about_ca_system_score_gemma":0.01791726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002652501,"about_ca_topic_score_gemma":0.001728096,"domain_scores_codex":[0.8385972,0.1228056,0.006163351,0.0107999,0.01489617,0.006737713],"domain_scores_gemma":[0.7456711,0.1836339,0.01637824,0.0298208,0.0111199,0.01337611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006984759,0.00007356369,0.003268983,0.0005322821,0.00007344495,0.0005415656,0.1342368,0.0005620985,0.0006915195,0.8084295,0.006735247,0.04478512],"study_design_scores_gemma":[0.000058167,0.00007400921,0.0008198333,0.001076204,0.00003783923,0.0004950418,0.0485687,0.001783448,0.0004103199,0.8194497,0.1271527,0.00007396539],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.1225284,0.01314524,0.2082965,0.4749256,0.001893047,0.0004903708,0.0001021647,0.0005832451,0.1780354],"genre_scores_gemma":[0.9375529,0.003432344,0.03871281,0.0103117,0.0007432332,0.0003865711,0.00005259721,0.0001920216,0.008615845],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.136957,"threshold_uncertainty_score":0.7243063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4124116308748897,"score_gpt":0.445402392129981,"score_spread":0.03299076125509126,"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."}}