{"id":"W2783467195","doi":"10.1109/icmla.2017.00010","title":"An Exploratory Study of Oral and Dental Health in Canada","year":2017,"lang":"en","type":"article","venue":"","topic":"Dental Health and Care Utilization","field":"Dentistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Oral health; Community health; Productivity; Health care; Population; Dental care; Exploratory research; Medicine; Environmental health; Gerontology; Family medicine; Nursing; Public health; Political science; Economic growth","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008471173,0.000327883,0.0005821841,0.002250868,0.009315098,0.001795333,0.001190058,0.0005833041,0.003059513],"category_scores_gemma":[0.002977146,0.0004828778,0.0004716388,0.007912733,0.001163441,0.0006149691,0.0016326,0.001048822,0.0004178524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0435494,"about_ca_system_score_gemma":0.05554167,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9959174,"about_ca_topic_score_gemma":0.9982972,"domain_scores_codex":[0.9983402,0.0001785183,0.00006049236,0.0001232541,0.0006217185,0.0006757474],"domain_scores_gemma":[0.997838,0.0002088499,0.0001925064,0.00004872617,0.001083751,0.0006283032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00019113,0.0006558523,0.9111711,0.0001964293,0.00005099233,0.00102823,0.05452494,0.0001978487,0.0008789985,0.0009147497,0.00400817,0.02618161],"study_design_scores_gemma":[0.00001143197,0.0001578051,0.9176609,0.00004953676,0.00001448973,0.0001389044,0.0747169,0.0004397038,0.0001563548,0.00007343792,0.006547268,0.00003342613],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929435,0.0002510349,0.00007862217,0.0003008115,0.000007477184,0.0002058443,0.002136135,0.000006752471,0.004069895],"genre_scores_gemma":[0.9942493,0.0004352827,0.0004226923,0.0003013393,0.000006928607,0.0000752636,0.0008913382,0.000006734998,0.003611091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0435494,"threshold_uncertainty_score":0.3159745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.036678374254086,"score_gpt":0.3527477986045079,"score_spread":0.3160694243504219,"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."}}