{"id":"W2776894577","doi":"10.1186/s12903-017-0453-7","title":"Dental care use in Ontario: the Canadian community health survey (CCHS)","year":2017,"lang":"en","type":"article","venue":"BMC Oral Health","topic":"Dental Health and Care Utilization","field":"Dentistry","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Medicine; Dental insurance; Logistic regression; Oral and maxillofacial surgery; Family medicine; Socioeconomic status; Community health; Health care; Oral health; Quarter (Canadian coin); Educational attainment; Environmental health; Dentistry; Public health; Nursing; Population","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":true,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":true,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006458548,0.0002896269,0.0003357863,0.001413316,0.002291485,0.0009770795,0.001041917,0.000423197,0.002297866],"category_scores_gemma":[0.001815389,0.000314611,0.0006373874,0.005580883,0.0004262471,0.0003701543,0.0008885915,0.0004876344,0.000353394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0250848,"about_ca_system_score_gemma":0.03326986,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9970686,"about_ca_topic_score_gemma":0.998408,"domain_scores_codex":[0.9988205,0.00006808428,0.00007969322,0.0001216315,0.0006376962,0.0002724049],"domain_scores_gemma":[0.9985002,0.00005010824,0.000321223,0.00004360834,0.0007557901,0.0003289253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004684997,0.00003808055,0.986092,0.0001376041,0.00006840647,0.00005385137,0.0009640345,0.00008577329,0.0001329206,0.0001036713,0.007215331,0.005061482],"study_design_scores_gemma":[0.000004008187,0.000008104153,0.997893,0.00002799806,0.00001247306,0.00001498015,0.0003870629,0.00008980714,0.00001344093,0.000009041536,0.001534776,0.000005236413],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9222064,0.002913933,0.0002951386,0.001860967,0.00005278953,0.0003011202,0.06203251,0.00004454728,0.0102926],"genre_scores_gemma":[0.9829852,0.001613012,0.0004347005,0.000402183,0.00001795247,0.0001294626,0.01203521,0.00001126842,0.002371056],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0250848,"threshold_uncertainty_score":0.1820038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1928051936901185,"score_gpt":0.4036340352404476,"score_spread":0.2108288415503291,"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."}}