{"id":"W3012790013","doi":"10.1186/s12961-020-0525-z","title":"Governance of health research funding institutions: an integrated conceptual framework and actionable functions of governance","year":2020,"lang":"en","type":"article","venue":"Health Research Policy and Systems","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Université Laval","funders":"National Health and Medical Research Council; Medical Research Council; National Institute for Health and Care Excellence; European Observatory on Health Systems and Policies; National Institutes of Health; Vetenskapsrådet; National Medical Research Council; Agencja Badań Medycznych; ZonMw; Canadian Institutes of Health Research; National Institute for Health and Care Research","keywords":"Corporate governance; Accountability; Health administration; Conceptual framework; Information governance; Project governance; Public relations; Transparency (behavior); Health services research; Public health; Political science; Public administration; Business; Sociology; Medicine; Information system; Management information systems; Social science; Nursing","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.05493538,0.0006823465,0.0007499312,0.0094746,0.004870894,0.02345097,0.002943403,0.00549989,0.00292521],"category_scores_gemma":[0.03785324,0.0006010755,0.001149729,0.01141455,0.03459463,0.01712839,0.006762496,0.003361462,0.0004126665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02739287,"about_ca_system_score_gemma":0.03709887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0169683,"about_ca_topic_score_gemma":0.01098409,"domain_scores_codex":[0.9466593,0.03818098,0.003632892,0.003412445,0.004754498,0.003359914],"domain_scores_gemma":[0.9469835,0.03294357,0.006886343,0.003303275,0.00691818,0.002965174],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000005750141,0.0000135745,0.002262335,0.0001950095,0.0000119974,0.00007167118,0.008516093,0.001402716,0.00005215507,0.9767754,0.00160922,0.009083966],"study_design_scores_gemma":[0.00003595875,0.00004334919,0.007315322,0.003400026,0.0000633303,0.000204439,0.02760395,0.006143794,0.0002255698,0.8417345,0.1131674,0.00006251087],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09691082,0.01888424,0.4480248,0.1618852,0.0005093628,0.002586449,0.0009749086,0.0003957609,0.2698285],"genre_scores_gemma":[0.8634413,0.004770452,0.1241092,0.002002819,0.0001672117,0.001300935,0.000402956,0.00004476203,0.003760245],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9450646,"threshold_uncertainty_score":0.2905295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8909386227683271,"score_gpt":0.688323950547733,"score_spread":0.2026146722205941,"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."}}