{"id":"W2385673000","doi":"","title":"Bibliometric analysis of systematic review on tuberculosis literature in Web of science","year":2011,"lang":"en","type":"article","venue":"Chinese Journal of Disease Control and Prevention","topic":"Viral Infections and Vectors","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tuberculosis; Web of science; Systematic review; Citation; Science Citation Index; Medicine; Bibliometrics; Citation analysis; MEDLINE; Original research; Family medicine; Meta-analysis; Political science; Library science; Pathology; Computer science","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":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["bibliometrics"],"consensus_categories":["bibliometrics"],"category_scores_codex":[0.001129411,0.00008247203,0.0007592507,0.03102073,0.00002072296,0.000009092809,0.00006106759,0.00002269994,0.00003459524],"category_scores_gemma":[0.00105645,0.00004454336,0.0003824633,0.05720334,0.00006258322,0.0002122418,0.000007823041,0.00008957762,2.289179e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001998029,"about_ca_system_score_gemma":0.00009205499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004440577,"about_ca_topic_score_gemma":0.000002770815,"domain_scores_codex":[0.9988083,0.0001098822,0.0006477711,0.00007963024,0.0002881135,0.00006626124],"domain_scores_gemma":[0.9986814,0.00005254513,0.0005265687,0.0001425518,0.0004643105,0.0001326356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001159875,0.001579949,0.8366073,0.1516119,0.002070814,0.00003218095,0.0002897803,0.00003077315,0.004631167,0.0001371627,0.00002407907,0.001825],"study_design_scores_gemma":[0.001051181,0.0005055733,0.9385153,0.05235849,0.006688518,0.000009181503,0.000008942458,0.0006320158,0.00002253356,0.000168788,3.8119e-7,0.00003910713],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9356577,0.06377132,0.00007413082,0.00005673553,0.00004402161,0.0002957615,0.00001166548,0.000001599979,0.00008707021],"genre_scores_gemma":[0.9917273,0.008164108,0.00002081831,0.00005025669,0.00001494082,0.000004500416,0.000002124996,0.000002753376,0.00001321819],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1019079,"threshold_uncertainty_score":0.9799618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01746753585444181,"score_gpt":0.3138319010700544,"score_spread":0.2963643652156126,"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."}}