{"id":"W2555448255","doi":"10.15171/ijhpm.2016.104","title":"The Importance of Community Consultations for Generating Evidence for Health Reform in Ukraine","year":2016,"lang":"en","type":"article","venue":"International Journal of Health Policy and Management","topic":"Healthcare Systems and Reforms","field":"Economics, Econometrics and Finance","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Population and Public Health; University of Ottawa; Simon Fraser University","funders":"Canadian Institutes of Health Research","keywords":"Thematic analysis; Health care; Focus group; Community health; Health policy; Public health; Population; Qualitative research; Public relations; Economic growth; Medicine; Nursing; Environmental health; Political science; Sociology; Social 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005067164,0.00005724263,0.0002494643,0.0002205192,0.0002097134,0.00001845882,0.0002098083,0.00002063205,8.978253e-7],"category_scores_gemma":[0.0005156373,0.00003362628,0.00005695913,0.00007012609,0.00004095963,0.0001391589,0.00003785208,0.00006674612,3.624768e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006437056,"about_ca_system_score_gemma":0.0001571817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004627811,"about_ca_topic_score_gemma":0.00204428,"domain_scores_codex":[0.9982592,0.0000495134,0.001382592,0.00006471239,0.00005731757,0.000186677],"domain_scores_gemma":[0.9979571,0.0002721609,0.001450721,0.0001003583,0.0001597044,0.00005999284],"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":[0.0001190366,0.00007124407,0.006738098,0.0006419714,0.000126336,6.118805e-7,0.001989579,0.00002603904,0.000003368418,0.7532473,0.001202354,0.235834],"study_design_scores_gemma":[0.007224216,0.001834458,0.2489178,0.00293621,0.000003772346,0.0000534476,0.003361105,0.0004939829,0.00001644624,0.1226328,0.61226,0.0002656544],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1574792,0.01488282,0.07081922,0.7530035,0.001207825,0.001712791,0.0004026941,0.000006966118,0.0004849793],"genre_scores_gemma":[0.9748828,0.01648995,0.002369582,0.005590545,0.0002561587,0.00005844699,0.000002861308,0.000008255249,0.0003414228],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8174036,"threshold_uncertainty_score":0.6995897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1784981693517804,"score_gpt":0.4417252856162204,"score_spread":0.26322711626444,"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."}}