{"id":"W2517280558","doi":"10.1186/s12961-016-0138-8","title":"Strengthening population health interventions: developing the CollaboraKTion Framework for Community-Based Knowledge Translation","year":2016,"lang":"en","type":"article","venue":"Health Research Policy and Systems","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; Western University; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Knowledge translation; Health services research; Community of practice; Knowledge management; Participatory action research; Empirical research; Population; Sociology; Management science; Computer science; Public health; Medicine; Nursing; Engineering; Social science; Epistemology","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":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.0579593,0.0001694887,0.00043093,0.0007657766,0.0102784,0.00008856779,0.0003390805,0.0001833612,0.00001356864],"category_scores_gemma":[0.01436877,0.0001082145,0.00006550078,0.001616067,0.0002007658,0.0002727457,0.00007536386,0.0009761821,0.00004004677],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002491113,"about_ca_system_score_gemma":0.007547143,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01587957,"about_ca_topic_score_gemma":0.0070615,"domain_scores_codex":[0.9693137,0.02604185,0.00196447,0.0003224465,0.0007077268,0.001649763],"domain_scores_gemma":[0.9514834,0.04547907,0.0008373699,0.0005419226,0.00109756,0.0005606497],"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":[0.0001590754,0.00007937972,0.008041708,0.02086402,0.00002517348,1.054383e-7,0.08223299,0.00001939321,0.00003549235,0.7282475,0.02113562,0.1391596],"study_design_scores_gemma":[0.004877673,0.001579825,0.04626131,0.02775872,0.000007198669,0.000003985619,0.05140738,0.003298617,0.00001151505,0.04063757,0.8236959,0.0004603104],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04315259,0.001748002,0.3828425,0.5583379,0.0008475512,0.01208946,0.0005347488,0.0001993928,0.0002478623],"genre_scores_gemma":[0.9755298,0.000538822,0.00527215,0.01398574,0.001032761,0.003128936,0.00007241886,0.00004225245,0.0003970855],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9323772,"threshold_uncertainty_score":0.9980791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9412367660600193,"score_gpt":0.772156218783385,"score_spread":0.1690805472766342,"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."}}