{"id":"W2183707169","doi":"","title":"Functional and psychosocial impacts of oral disorders in Canadian adults: a national population survey.","year":2009,"lang":"en","type":"article","venue":"PubMed","topic":"Dental Health and Care Utilization","field":"Dentistry","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Psychosocial; Random digit dialing; Medicine; Dentures; Oral health; Public health; Population; Telephone interview; National Health Interview Survey; Gerontology; Family medicine; Environmental health; Demography; Dentistry; Psychiatry; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003744102,0.00005674002,0.00008038931,0.0001640757,0.00004069957,0.00001491276,0.00003172578,0.00007042275,0.00002973362],"category_scores_gemma":[0.0002309284,0.00006325438,0.00001785017,0.0002535676,0.00001369801,0.0001381058,0.000003261246,0.00005387934,0.000003365237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000210464,"about_ca_system_score_gemma":0.00008107983,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4301708,"about_ca_topic_score_gemma":0.9823222,"domain_scores_codex":[0.999178,0.00005429559,0.0001860001,0.0001201098,0.0002256388,0.0002359889],"domain_scores_gemma":[0.9996377,0.00002216978,0.00005621363,0.00003771279,0.00006964973,0.0001765693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001174086,0.00003021045,0.8948274,0.00001042561,0.000002065389,4.269586e-7,0.0000213317,0.000005433772,3.005662e-7,0.0003328293,0.0008800185,0.1037721],"study_design_scores_gemma":[0.0007039123,0.00001269633,0.9978547,0.000005659024,0.000001581116,0.000002656972,0.00002307272,0.00009749877,0.000001188445,0.001050919,0.0001910735,0.00005500722],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975045,0.00007276353,0.000005889365,0.0001469961,0.0003383027,0.0003075688,0.0001130798,0.000009198474,0.001501711],"genre_scores_gemma":[0.9991085,0.00001011771,0.000005370648,0.0002121457,0.00003769455,0.0000418333,0.0005220997,0.000004210649,0.00005806239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5521514,"threshold_uncertainty_score":0.5736237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01881240025484358,"score_gpt":0.2819056343680974,"score_spread":0.2630932341132538,"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."}}