{"id":"W3145812283","doi":"10.1371/journal.pone.0249661","title":"Whose shoulders is health research standing on? Determining the key actors and contents of the prevailing biomedical research agenda","year":2021,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Public relations; Public health; Political science; Sociology; Medicine","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","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.09410565,0.0005058349,0.001664216,0.03130511,0.004771802,0.02405869,0.00174993,0.002668992,0.005350123],"category_scores_gemma":[0.1994195,0.0008675003,0.0009849473,0.04205487,0.007414673,0.01692124,0.009819915,0.002239395,0.0007940843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008858573,"about_ca_system_score_gemma":0.01545291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004697081,"about_ca_topic_score_gemma":0.004557747,"domain_scores_codex":[0.9312214,0.03369963,0.01195127,0.006282687,0.01313621,0.003708816],"domain_scores_gemma":[0.6322054,0.2932362,0.0371491,0.008438355,0.02040025,0.008570708],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008228122,0.0001397581,0.3841631,0.02560058,0.00197111,0.001127403,0.09263404,0.001404735,0.007914659,0.1670518,0.0090532,0.3081169],"study_design_scores_gemma":[0.0001718919,0.0002533928,0.3962651,0.02575339,0.002565661,0.0009938327,0.1813188,0.005036171,0.004199355,0.2536888,0.1294017,0.0003519074],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.710485,0.08029174,0.02224053,0.1211355,0.001087386,0.0007971046,0.005151206,0.0001465641,0.05866492],"genre_scores_gemma":[0.9734324,0.01327932,0.009487626,0.001634051,0.0005465068,0.0002825431,0.0008106224,0.00004342345,0.0004833894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9686949,"threshold_uncertainty_score":0.4976842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5890048721456642,"score_gpt":0.4595780253847721,"score_spread":0.1294268467608921,"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."}}