{"id":"W4284713228","doi":"10.3389/fpubh.2022.902825","title":"Global Trends and Research Hotspots of Exercise for Intervening Diabetes: A Bibliometric Analysis","year":2022,"lang":"en","type":"review","venue":"Frontiers in Public Health","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Glycemic; Citation; Bibliometrics; Diabetes mellitus; Medicine; Scientometrics; Gerontology; Original research; Citation analysis; Web of science; MEDLINE; Library science; Computer science; Internal medicine; Political 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":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","bibliometrics"],"consensus_categories":["bibliometrics"],"category_scores_codex":[0.0151605,0.0004319505,0.006130478,0.1886893,0.0001849144,0.0001070717,0.0005245697,0.0003514854,0.0001044084],"category_scores_gemma":[0.001561291,0.0003929622,0.002259417,0.3063788,0.0002202449,0.0001547314,0.0003337852,0.0008524014,7.070557e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001626156,"about_ca_system_score_gemma":0.002066601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002017771,"about_ca_topic_score_gemma":0.0000760335,"domain_scores_codex":[0.9933756,0.001310392,0.001551138,0.0009822767,0.00140272,0.001377853],"domain_scores_gemma":[0.9970844,0.0003302658,0.0005816238,0.001052369,0.000234687,0.0007165868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001404632,0.0002114946,0.004268033,0.03526564,0.003188801,0.000006978892,0.0001266098,7.948216e-7,2.291749e-10,0.00001243852,0.0117489,0.9451563],"study_design_scores_gemma":[0.000808893,0.0006326762,0.01449047,0.004556852,0.002377259,0.000003940306,0.0003135513,0.0001509631,1.276814e-8,0.00005447803,0.9763519,0.0002589563],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001444586,0.9943333,0.001743703,0.0003043937,0.0006056459,0.002027981,0.0004552072,0.00004227667,0.0003429959],"genre_scores_gemma":[0.0005245873,0.9923808,0.004483294,0.0000413368,0.0001307484,0.001307709,0.0007763476,0.00007098755,0.0002842085],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9646031,"threshold_uncertainty_score":0.9998522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.169468126803713,"score_gpt":0.4377656307882475,"score_spread":0.2682975039845346,"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."}}