{"id":"W2020496175","doi":"10.1111/phn.12184","title":"Creating, Synthesizing, and Sharing: The Management of Knowledge in Public Health","year":2015,"lang":"en","type":"article","venue":"Public Health Nursing","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Canadian Foundation for Healthcare Improvement","keywords":"Knowledge management; Context (archaeology); Knowledge sharing; Storytelling; Narrative; Health care; Knowledge translation; Computer science; Business; Political science; Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03636082,0.0005142152,0.0005443103,0.004158342,0.007556772,0.01450499,0.002711142,0.002218985,0.002492204],"category_scores_gemma":[0.05371141,0.0004522458,0.0005303222,0.004761069,0.01644508,0.01294734,0.008672751,0.001529525,0.0003249348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01151613,"about_ca_system_score_gemma":0.05076595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01985378,"about_ca_topic_score_gemma":0.03187571,"domain_scores_codex":[0.9670268,0.02670644,0.001182114,0.0010126,0.003037633,0.001034532],"domain_scores_gemma":[0.9494566,0.03704585,0.003814457,0.005318301,0.002657541,0.001707276],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008449004,0.0003037952,0.01576029,0.00285293,0.0001527334,0.001204298,0.4597975,0.001731575,0.002102398,0.06965145,0.007049127,0.4393095],"study_design_scores_gemma":[0.00008586899,0.0003744943,0.01909823,0.006219997,0.0002935168,0.001225392,0.4894423,0.004619949,0.004564697,0.2110071,0.2629476,0.000120911],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5049531,0.02066229,0.1688045,0.1064438,0.0005446466,0.002566229,0.0004418606,0.0005532518,0.1950303],"genre_scores_gemma":[0.930972,0.004468829,0.05981156,0.0009115966,0.00008282185,0.0003442998,0.0001169526,0.00004765189,0.003244292],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03636082,"threshold_uncertainty_score":0.1922967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7546825329110431,"score_gpt":0.6527901807162397,"score_spread":0.1018923521948034,"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."}}