{"id":"W3197082531","doi":"10.1186/s12903-021-01796-6","title":"Predictors of self-rated oral health in Canadian Indigenous adults","year":2021,"lang":"en","type":"article","venue":"BMC Oral Health","topic":"Dental Health and Care Utilization","field":"Dentistry","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Indigenous; Medicine; Population; Oral and maxillofacial surgery; Logistic regression; Feeling; Health care; Oral health; Community health; Public health; Gerontology; Demography; Environmental health; Family medicine; Dentistry; Nursing; Psychology","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":[0.0007368646,0.0001851647,0.0004985295,0.000270221,0.0001820884,0.00002356372,0.0001619211,0.0001655379,0.0001639196],"category_scores_gemma":[0.00006884425,0.0002060783,0.000064709,0.001060582,0.00002784894,0.0001228951,0.00003491945,0.0002587595,0.00009873772],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001658622,"about_ca_system_score_gemma":0.01288805,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7712855,"about_ca_topic_score_gemma":0.998036,"domain_scores_codex":[0.9967586,0.0005110397,0.0008865836,0.0004007177,0.0003405135,0.00110258],"domain_scores_gemma":[0.9979632,0.00003763897,0.0002880523,0.0003373239,0.0001879623,0.001185817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008711,0.000229367,0.9850398,0.001303291,0.000008726349,0.00005946868,0.0008566214,0.000019672,0.000001071666,0.0001634329,0.004160869,0.008070513],"study_design_scores_gemma":[0.001429665,0.0004169131,0.9895361,0.0002652337,0.000004357786,0.00006921331,0.001126257,0.0003988572,0.00004681736,0.00004500317,0.00649835,0.000163221],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994772,0.002161759,0.00003470301,0.0001060086,0.001345133,0.0007405314,0.0004248811,0.0000983636,0.0003166246],"genre_scores_gemma":[0.9951485,0.0002689705,0.0006059126,0.002550607,0.00007664375,0.00001648436,0.0009475782,0.00003423374,0.0003510411],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2267506,"threshold_uncertainty_score":0.992708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02522033427845249,"score_gpt":0.3280840997553068,"score_spread":0.3028637654768543,"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."}}