{"id":"W300150294","doi":"10.1016/j.socscimed.2015.05.023","title":"Conceptualizing the use of public involvement in health policy decision-making","year":2015,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":65,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; McMaster University","funders":"","keywords":"Operationalization; Public health; CLARITY; Public policy; Health policy; Public relations; Qualitative research; Process (computing); Policy studies; Psychology; Sociology; Political science; Social psychology; Medicine; Epistemology; Social science; Computer science; Nursing","routes":{"ca_aff":true,"ca_fund":false,"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":[],"category_scores_codex":[0.02567886,0.0001175095,0.0003536996,0.0005759822,0.001623601,0.00002082505,0.0007509675,0.00005877222,0.0001361661],"category_scores_gemma":[0.03647176,0.00007514428,0.00002330285,0.005216814,0.002576539,0.0006482746,0.0002510113,0.0003909303,0.00002536922],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001896737,"about_ca_system_score_gemma":0.0126778,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01492907,"about_ca_topic_score_gemma":0.004028011,"domain_scores_codex":[0.9935387,0.001519059,0.001451273,0.0003355797,0.001899823,0.001255522],"domain_scores_gemma":[0.9943066,0.003306774,0.000839486,0.0003162776,0.000697463,0.000533402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001420914,0.00002567864,0.1038591,0.00006189342,0.000002124956,0.000001053834,0.6942367,0.0000140912,0.0001134641,0.1156014,0.03150454,0.05456576],"study_design_scores_gemma":[0.003119989,0.0003719397,0.1124839,0.001239347,0.000004490186,0.000001740381,0.3415405,0.0006826799,0.000006193173,0.01939253,0.5209086,0.000247996],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6270307,0.0001139225,0.004618258,0.3617848,0.001392738,0.001827755,0.00001938829,0.00005881905,0.003153599],"genre_scores_gemma":[0.9259077,0.00002258104,0.0003678259,0.07297395,0.0006102322,0.00005533851,0.000001288118,0.000007611243,0.00005352318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4894041,"threshold_uncertainty_score":0.9996762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8093040114447309,"score_gpt":0.7036834887654385,"score_spread":0.1056205226792923,"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."}}