{"id":"W4416009159","doi":"10.1002/jper.70012","title":"Cross‐sectional analysis of role of socioeconomic status in the association between depression and periodontitis","year":2025,"lang":"en","type":"article","venue":"Journal of Periodontology","topic":"Oral microbiology and periodontitis research","field":"Dentistry","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotel Dieu Hospital","funders":"","keywords":"Socioeconomic status; Depression (economics); Periodontitis; Mental health; Association (psychology); Social class; Public health; Inequality","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002894741,0.000218702,0.0002590209,0.0007177479,0.0003148306,0.0004004765,0.0002814933,0.0002875323,0.00134386],"category_scores_gemma":[0.003951014,0.0002612122,0.0006372486,0.0008574042,0.0001400561,0.000219557,0.0003890319,0.0004004899,0.0001860763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000170015,"about_ca_system_score_gemma":0.000274629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003266592,"about_ca_topic_score_gemma":0.004934835,"domain_scores_codex":[0.99883,0.0006352937,0.0001404098,0.0001556091,0.0001503287,0.0000883634],"domain_scores_gemma":[0.9967604,0.0009564162,0.001139723,0.000341084,0.0005365689,0.0002657852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007705398,0.00001957964,0.9988545,0.00001041752,0.0001623155,0.00001716767,0.00003234753,0.00001868425,0.0001039749,0.00001092597,0.00005368011,0.0006393758],"study_design_scores_gemma":[0.000003545559,0.00007753232,0.999458,0.000005118588,0.00006800952,0.00006814488,0.00005022926,0.0001212824,0.00003613261,0.00001054139,0.0001001943,0.000001227196],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978212,0.0003731585,0.0004205469,0.00003734599,0.0000106983,0.0000229471,0.0009367106,0.00000350101,0.0003739264],"genre_scores_gemma":[0.9987011,0.0001336817,0.0002961998,0.0000253295,0.000008646535,0.00003264478,0.0006935797,0.000001278819,0.0001073665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003266592,"threshold_uncertainty_score":0.01530904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01180213316573632,"score_gpt":0.3295629756567318,"score_spread":0.3177608424909955,"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."}}