{"id":"W2153258882","doi":"10.1186/1471-2458-13-428","title":"A framework for stakeholder identification in concept mapping and health research: a novel process and its application to older adult mobility and the built environment","year":2013,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":123,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Simon Fraser University; British Columbia Centre of Excellence for Women's Health; Vancouver Coastal Health","funders":"Canadian Institutes of Health Research; Michael Smith Health Research BC","keywords":"Stakeholder; Stakeholder analysis; Identification (biology); Knowledge management; Process (computing); Stakeholder engagement; Medicine; Public relations; Computer science; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1373259,0.002531281,0.001734773,0.0158222,0.01533377,0.01469444,0.00575279,0.008742466,0.006193266],"category_scores_gemma":[0.09998816,0.001821073,0.004297525,0.009655427,0.04080986,0.02358822,0.01753906,0.008363783,0.00127623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01372128,"about_ca_system_score_gemma":0.02464467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009858887,"about_ca_topic_score_gemma":0.01376598,"domain_scores_codex":[0.8681542,0.1146109,0.004733333,0.005408999,0.005513767,0.001578865],"domain_scores_gemma":[0.8348423,0.1384148,0.004575214,0.007326433,0.01256172,0.002279591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005306601,0.0001070343,0.00109181,0.001130245,0.00003959238,0.000899898,0.1779007,0.001178802,0.0007931112,0.7474266,0.003197295,0.06618188],"study_design_scores_gemma":[0.0001179635,0.000169757,0.001123116,0.003410186,0.00007824568,0.001645753,0.1055277,0.01241478,0.001203435,0.7448363,0.1292886,0.0001842039],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.008236252,0.001067513,0.9553036,0.01305226,0.0002801096,0.00456244,0.0002170317,0.0002081205,0.01707262],"genre_scores_gemma":[0.04692784,0.0003163416,0.9474571,0.0005890593,0.00003925371,0.003580285,0.0001142614,0.00004239803,0.0009334482],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.1373259,"threshold_uncertainty_score":0.7262573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2884301465290873,"score_gpt":0.4298971584857659,"score_spread":0.1414670119566787,"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."}}