{"id":"W3159048145","doi":"10.3899/jrheum.210164","title":"Authorship Trends in the Rheumatology Literature, 1990–2020","year":2021,"lang":"en","type":"letter","venue":"The Journal of Rheumatology","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Rheumatology; Internal medicine; MEDLINE; Family medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.008835542,0.0003849501,0.0009775381,0.02093288,0.000696517,0.004230553,0.001085353,0.00223447,0.004807041],"category_scores_gemma":[0.101384,0.0003910329,0.0007866799,0.03307828,0.000708395,0.004419014,0.00128959,0.001437927,0.001740908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00297572,"about_ca_system_score_gemma":0.003631563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004712242,"about_ca_topic_score_gemma":0.008865391,"domain_scores_codex":[0.986785,0.002063998,0.005089558,0.001258454,0.00424472,0.0005582524],"domain_scores_gemma":[0.825756,0.07377201,0.05540948,0.001610587,0.03876612,0.004685892],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001968973,0.0001411276,0.2153729,0.03170452,0.001186287,0.002061067,0.002870025,0.0003915438,0.0008015459,0.002485292,0.5110584,0.2299583],"study_design_scores_gemma":[0.0003678671,0.0004466402,0.5284624,0.03236235,0.001633317,0.01097036,0.004675678,0.001324465,0.0007928651,0.002248057,0.4165133,0.0002027599],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1200884,0.5009904,0.0005610315,0.2996295,0.02723061,0.0001201504,0.04217155,0.0001750847,0.009033271],"genre_scores_gemma":[0.466625,0.3385693,0.0029849,0.08728532,0.07423045,0.0002916058,0.02480223,0.0001978366,0.005013429],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9911644,"threshold_uncertainty_score":0.04672736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03372477858138568,"score_gpt":0.2980165154959274,"score_spread":0.2642917369145418,"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."}}