{"id":"W2953861153","doi":"10.1111/hex.12931","title":"Evaluating community deliberations about health research priorities","year":2019,"lang":"en","type":"article","venue":"Health Expectations","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"National Institute on Aging","keywords":"Public relations; Health equity; Psychology; Democracy; Process (computing); Political science; Medical education; Health care; Medicine; Politics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3017281,0.001076312,0.001253655,0.003287649,0.008506926,0.009184069,0.002768742,0.003475166,0.005135261],"category_scores_gemma":[0.4942056,0.0008843944,0.002181787,0.002493738,0.00670272,0.006589572,0.01665961,0.003883207,0.0006707457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01249396,"about_ca_system_score_gemma":0.02805248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004920232,"about_ca_topic_score_gemma":0.006538023,"domain_scores_codex":[0.5931854,0.3696948,0.0115838,0.005018875,0.01523964,0.005277445],"domain_scores_gemma":[0.4124734,0.4703738,0.04933751,0.0183374,0.03725074,0.01222713],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.008466541,0.007589506,0.1119246,0.006571626,0.001559165,0.0009091232,0.3696347,0.01303739,0.003234229,0.01556088,0.007641132,0.4538712],"study_design_scores_gemma":[0.007044271,0.02885729,0.1313501,0.01181337,0.002390146,0.0005898492,0.5777663,0.02650908,0.01750045,0.1089529,0.0860877,0.001138504],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9396698,0.0006983487,0.01966981,0.005642851,0.0002117049,0.01034339,0.0002902311,0.0002190526,0.02325481],"genre_scores_gemma":[0.9491394,0.0003535535,0.03972354,0.0009754946,0.00005499308,0.008738404,0.0002318556,0.00004191564,0.0007407499],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6982719,"threshold_uncertainty_score":0.8610936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9242671407099854,"score_gpt":0.7701149554395086,"score_spread":0.1541521852704768,"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."}}