{"id":"W2588956109","doi":"10.1111/jphd.12205","title":"Comparing self‐reported and clinically diagnosed unmet dental treatment needs using a nationally representative survey","year":2017,"lang":"en","type":"article","venue":"Journal of Public Health Dentistry","topic":"Dental Health and Care Utilization","field":"Dentistry","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; Public Health Ontario; University of Toronto","funders":"","keywords":"Medicine; Kappa; Population; Cohen's kappa; Normative; Needs assessment; Dentistry; Dental health; Family medicine; Environmental health; Statistics","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":[0.004911513,0.0002446338,0.0007136296,0.0003415646,0.0009143424,0.000799197,0.0004413544,0.000173651,0.00007959966],"category_scores_gemma":[0.002539602,0.000231823,0.000182255,0.0002442175,0.0001548813,0.00107304,0.0001709454,0.000369606,0.00001211957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009768434,"about_ca_system_score_gemma":0.001819117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002313404,"about_ca_topic_score_gemma":0.004257656,"domain_scores_codex":[0.9952456,0.0008735809,0.002070851,0.0003142621,0.0009389218,0.0005568052],"domain_scores_gemma":[0.9932337,0.0005220892,0.003952798,0.0004831629,0.0008321872,0.0009761043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009700283,0.0005079382,0.9909784,0.0001009814,0.0002693199,0.0008764936,0.0003447551,0.000005898245,0.00002099067,0.00007829297,0.0009510794,0.005768835],"study_design_scores_gemma":[0.003276447,0.0003554925,0.9891862,0.0001158694,0.00005756918,0.003987861,0.001064589,0.0008422734,0.00001679735,0.0000388655,0.0008902278,0.0001677675],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936032,0.0006541166,0.001987473,0.0002354614,0.002816286,0.000320456,0.00009822252,0.00003036582,0.0002543696],"genre_scores_gemma":[0.99708,0.0005392744,0.001251892,0.0003064012,0.0003907961,0.000005645455,0.0001057798,0.00003061851,0.0002895634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005601068,"threshold_uncertainty_score":0.9453467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2588167997874107,"score_gpt":0.4739003489593787,"score_spread":0.215083549171968,"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."}}