{"id":"W2118919108","doi":"10.1108/14777260911001644","title":"Building knowledge integration systems for evidence‐informed decisions","year":2009,"lang":"en","type":"article","venue":"Journal of Health Organization and Management","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":89,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Waterloo; University of British Columbia; Vancouver Coastal Health Research Institute; Vancouver Coastal Health","funders":"","keywords":"Originality; Systems thinking; Action (physics); Knowledge management; Management science; Computer science; Work (physics); Value (mathematics); Field (mathematics); Engineering ethics; Process management; Sociology; Engineering; Artificial intelligence; Qualitative research","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":[0.004956915,0.0001039325,0.0002898984,0.0004557951,0.001008248,0.0000457205,0.0001689264,0.00005677278,0.00003824097],"category_scores_gemma":[0.004052224,0.00008300198,0.0000258041,0.0007392002,0.00001677488,0.0005212487,0.00003970935,0.0001670235,0.0000158895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005881191,"about_ca_system_score_gemma":0.0009922981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001348064,"about_ca_topic_score_gemma":0.00001561423,"domain_scores_codex":[0.9970234,0.0004210572,0.00171517,0.0001377186,0.0003234468,0.0003792148],"domain_scores_gemma":[0.995716,0.001489674,0.001334246,0.0001313664,0.001063028,0.0002656944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008861585,0.0001068132,0.001987572,0.001946585,0.00003828168,0.000002233259,0.02345098,0.0001315662,0.0001792867,0.2826734,0.3940026,0.295392],"study_design_scores_gemma":[0.003863975,0.001350799,0.08015537,0.004808013,0.00006468454,0.00003442485,0.01646057,0.001648326,0.00003899536,0.002626344,0.8886628,0.0002856636],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01416044,0.001371887,0.9252093,0.05393833,0.001894294,0.002782607,0.000006940163,0.00004819783,0.0005880104],"genre_scores_gemma":[0.907014,0.01720174,0.0442534,0.02981811,0.0006332106,0.00004856955,0.000008049008,0.00002674226,0.0009961474],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8928536,"threshold_uncertainty_score":0.7754729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4903320022068914,"score_gpt":0.6501603008177345,"score_spread":0.159828298610843,"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."}}