{"id":"W2351115647","doi":"","title":"Bibliometric analysis of literatures correlated with disease of synovial membrane from 1995 to 2004","year":2006,"lang":"en","type":"article","venue":"Chongqing yixue","topic":"Traditional Chinese Medicine Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Synovial membrane; MEDLINE; Osteoarthritis; English language; Medicine; Bibliometrics; Rheumatoid arthritis; Library science; Disease; Pathology; History; Alternative medicine; Political science; Computer science; Linguistics; Internal medicine; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":["bibliometrics"],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":["bibliometrics"],"domain":null,"study_design":"design_other","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.00520195,0.0007297679,0.002422444,0.1376928,0.0009907524,0.003052513,0.001027248,0.0007040104,0.006078701],"category_scores_gemma":[0.04408729,0.0003284897,0.002700722,0.1592164,0.0005606185,0.002270379,0.001370038,0.000378596,0.001117767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003720393,"about_ca_system_score_gemma":0.004030971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006851675,"about_ca_topic_score_gemma":0.008302274,"domain_scores_codex":[0.9893602,0.00140909,0.004190817,0.0008608847,0.003765234,0.0004137493],"domain_scores_gemma":[0.9474487,0.02047518,0.02013335,0.0008188938,0.01019914,0.0009246994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001767807,0.0001577398,0.6777082,0.1071158,0.006097974,0.002132225,0.002283882,0.001073499,0.002325991,0.001609443,0.02113749,0.1765899],"study_design_scores_gemma":[0.0001245499,0.0002919493,0.9443821,0.008390591,0.00570313,0.003309571,0.00267351,0.0007896617,0.0009668829,0.0008415193,0.03244893,0.00007754802],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.4286315,0.4298509,0.001060179,0.002357986,0.000419095,0.0008241762,0.1204699,0.000366969,0.01601931],"genre_scores_gemma":[0.8046026,0.1487063,0.002685352,0.0003441868,0.0005119798,0.001027186,0.03968852,0.0000558389,0.00237801],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8623072,"threshold_uncertainty_score":0.02751088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009129332057380828,"score_gpt":0.2553092436277073,"score_spread":0.2461799115703265,"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."}}