{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.06497592,0.001951761,0.01234491,0.2579776,0.00209077,0.006274572,0.001731268,0.001223992,0.005649691],"category_scores_gemma":[0.353101,0.000909851,0.009583371,0.2739264,0.001449279,0.005984708,0.005040438,0.0008348246,0.0004864302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007032639,"about_ca_system_score_gemma":0.01736772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005478095,"about_ca_topic_score_gemma":0.008322265,"domain_scores_codex":[0.8438258,0.05756198,0.0545552,0.005320813,0.03710654,0.00162965],"domain_scores_gemma":[0.6637589,0.2508815,0.05159378,0.005380114,0.02670863,0.001677118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001500644,0.0002020708,0.1849461,0.5006773,0.04106589,0.001246255,0.00429548,0.003594631,0.00161576,0.005768369,0.01236199,0.2427254],"study_design_scores_gemma":[0.001270455,0.001774269,0.5780066,0.1475537,0.1558778,0.004833205,0.01009229,0.01679812,0.002854526,0.01880129,0.06149273,0.0006450416],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2564594,0.6002642,0.01989619,0.005496343,0.001074222,0.01581568,0.08269315,0.0009263105,0.01737458],"genre_scores_gemma":[0.7433025,0.1702488,0.04637725,0.0005713543,0.0006640669,0.02046559,0.01697708,0.0001486318,0.001244752],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7420224,"threshold_uncertainty_score":0.3436297,"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."}}