{"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":"codex-gemma-dda1882f352a","candidate_categories":["bibliometrics"],"consensus_categories":["bibliometrics"],"category_scores_codex":[0.0001046513,0.0001939866,0.0007440777,0.03481357,0.00004185491,0.00001067468,0.0001013402,0.00004991907,0.0001231856],"category_scores_gemma":[0.0004109259,0.0001353303,0.0001730732,0.107407,0.000125312,0.00006546212,0.00002769677,0.0001608548,0.000004548808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004584035,"about_ca_system_score_gemma":0.00008138283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001069641,"about_ca_topic_score_gemma":0.00007683135,"domain_scores_codex":[0.9984264,0.00002537761,0.000429949,0.0003006456,0.0006326093,0.0001849931],"domain_scores_gemma":[0.9986891,0.0002907297,0.0001619078,0.0003376384,0.0003337917,0.0001868939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001953615,0.0007383763,0.9574,0.0003363298,0.003392311,0.0002451408,0.00045364,0.009517615,0.02004062,0.0002590283,0.005036533,0.0006268186],"study_design_scores_gemma":[0.001499386,0.0002146484,0.991701,0.0004840752,0.003336081,0.000003468321,0.00002721628,0.0005348601,0.001770399,0.00008174762,0.0002199929,0.0001271188],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99413,0.00318043,0.0004704696,0.0005458349,0.0001243597,0.000235998,0.0004053791,0.00004897128,0.0008585286],"genre_scores_gemma":[0.997795,0.0000202108,0.0008400045,0.0001397426,0.0002638024,0.0000121756,0.0006176066,0.00002174853,0.0002896376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07259339,"threshold_uncertainty_score":0.976126,"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."}}