{"id":"W3187306072","doi":"10.1148/radiol.2021204655","title":"Relationship between Twitter and Radiology Journal Citations","year":2021,"lang":"en","type":"article","venue":"Radiology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton; Western University","funders":"","keywords":"Medicine; Social media; Library science; Citation; Family medicine; Political science; Law","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"],"consensus_categories":[],"category_scores_codex":[0.0009559195,0.00005598073,0.0001640592,0.0000904535,0.000800801,0.00002965476,0.00008635335,0.0002242053,0.0001711858],"category_scores_gemma":[0.01256822,0.00006110742,0.00003006177,0.0002711646,0.000403171,0.00009863691,0.00001286488,0.0003187699,0.00003894473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001505075,"about_ca_system_score_gemma":0.0007225951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001507357,"about_ca_topic_score_gemma":0.0002013456,"domain_scores_codex":[0.9978934,0.00133971,0.0002307095,0.0001514994,0.00009630274,0.0002883614],"domain_scores_gemma":[0.9917913,0.007684482,0.0001024863,0.00008724995,0.0001474459,0.0001870215],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000001421449,0.000005715463,0.9438534,0.000003539878,0.000007780434,0.000005141951,0.01867868,6.208456e-7,0.000009197868,0.03146935,0.003805325,0.002159872],"study_design_scores_gemma":[0.000139798,0.0000218505,0.9021406,0.000003423085,0.00001733167,0.00009149981,0.003349979,7.337279e-7,0.000002375306,0.03286303,0.0613101,0.00005927623],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9504579,0.001170157,0.0004877338,0.04128501,0.003810734,0.0001703703,0.000001944601,0.00002823926,0.002587904],"genre_scores_gemma":[0.9933175,0.0002154438,0.002085117,0.0005854327,0.003498705,0.0000517915,0.00001476823,0.000006886264,0.0002243589],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05750477,"threshold_uncertainty_score":0.9957494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2444170546717085,"score_gpt":0.4506184024661387,"score_spread":0.2062013477944301,"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."}}