{"id":"W2983950364","doi":"10.1111/bju.14920","title":"Twitter and academic Urology in the United States and Canada: a comprehensive assessment of the Twitterverse in 2019","year":2019,"lang":"en","type":"article","venue":"British Journal of Urology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Blank Family Foundation; Prostate Cancer Foundation","keywords":"Social media; Accreditation; Medical education; Scopus; Medicine; Descriptive statistics; Academic year; Urology; Psychology; Family medicine; MEDLINE; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.001090684,0.0002728628,0.0004627447,0.004897377,0.003258099,0.002922255,0.001096158,0.0005159363,0.003734886],"category_scores_gemma":[0.006048023,0.0002917047,0.0006683111,0.01309485,0.001040439,0.001486656,0.003337892,0.001053629,0.0004280942],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02021356,"about_ca_system_score_gemma":0.05688158,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9829876,"about_ca_topic_score_gemma":0.9889277,"domain_scores_codex":[0.9984682,0.0001004096,0.0001082381,0.0001326292,0.0007010119,0.0004895102],"domain_scores_gemma":[0.9904289,0.0008281611,0.001806363,0.0001498472,0.004190625,0.002596206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000961616,0.00005225294,0.9201744,0.0007668989,0.0001108698,0.0002338424,0.007076724,0.0002096312,0.000117879,0.0006503809,0.0207045,0.04980641],"study_design_scores_gemma":[0.000003771939,0.00002159032,0.9728388,0.0004613515,0.00004816065,0.0001131361,0.01217333,0.0003327246,0.00006438477,0.0000735784,0.01383568,0.00003364799],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8933951,0.00957551,0.0004890722,0.0101545,0.0001616218,0.000312056,0.06559417,0.000133887,0.02018402],"genre_scores_gemma":[0.9703687,0.01092437,0.001010862,0.001746768,0.0001179059,0.0001497691,0.01196225,0.00005231053,0.003667092],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9951026,"threshold_uncertainty_score":0.1466604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04840951700245927,"score_gpt":0.3611065835224719,"score_spread":0.3126970665200126,"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."}}