{"id":"W4309214453","doi":"10.3389/fpsyt.2022.1022472","title":"The schizophrenia and gut microbiota: A bibliometric and visual analysis","year":2022,"lang":"en","type":"article","venue":"Frontiers in Psychiatry","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"China Postdoctoral Science Foundation","keywords":"Schizophrenia (object-oriented programming); Gut flora; Psychiatry; Autism; Microbiome; Bipolar disorder; Gut microbiome; Medicine; Psychology; Bioinformatics; Biology; Mood; Immunology","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":"high","status":"direct model label, unvalidated"},{"model":"gpt","categories":["bibliometrics"],"domain":null,"study_design":"design_other","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002510278,0.00010352,0.0001399698,0.003701119,0.0003186629,0.00003824002,0.0001216511,0.00005899795,0.00001605267],"category_scores_gemma":[0.000010238,0.00008939664,0.00005357218,0.008661425,0.00008689655,0.000002019739,0.0001885467,0.0001398278,7.398302e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001351843,"about_ca_system_score_gemma":0.00006761265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003174842,"about_ca_topic_score_gemma":0.0001201399,"domain_scores_codex":[0.9991684,0.00008317787,0.0001572618,0.0003039268,0.00006546608,0.0002217672],"domain_scores_gemma":[0.9996961,0.000005534728,0.00006309641,0.0001652657,0.00000965612,0.00006034156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002348765,0.00009141538,0.750581,0.00002118927,0.0003393428,0.000001320544,0.00003796622,0.000009058474,0.02386427,0.000102401,0.2136513,0.01106585],"study_design_scores_gemma":[0.001132979,0.0002397484,0.8764279,0.000003227315,0.0001117268,0.00002480204,0.0005576547,0.0001565809,0.00006804521,0.0001771023,0.1208849,0.0002152746],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9600853,0.03674705,0.0006424855,0.0006902719,0.001390409,0.0001418241,0.00002244131,0.000007263952,0.0002729979],"genre_scores_gemma":[0.988718,0.002444831,0.006863249,0.0005087876,0.0001058686,0.0000217562,0.00004073587,0.0000255225,0.001271189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.125847,"threshold_uncertainty_score":0.4161527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002943017685195765,"score_gpt":0.2395603169183777,"score_spread":0.2366172992331819,"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."}}