{"id":"W2162102652","doi":"10.1038/sj.bdj.2011.1053","title":"Estimating the need for dental sedation. 3. Analysis of factors contributing to non-attendance for dental treatment in the general population, across 12 English primary care trusts","year":2011,"lang":"en","type":"article","venue":"BDJ","topic":"Dental Anxiety and Anesthesia Techniques","field":"Dentistry","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre","funders":"National Institute for Health and Care Research","keywords":"Attendance; Primary care; Medicine; Sedation; Dental care; Population; Family medicine; Dentistry; Environmental health; Anesthesia; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003004608,0.0001637368,0.0002979005,0.0000647777,0.0003123269,0.00006201175,0.0002752491,0.00007156017,0.00001008748],"category_scores_gemma":[0.00007915965,0.0001046047,0.0003033508,0.0003012379,0.00003397789,0.0001474811,0.00004763416,0.00005211159,0.000001061902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001811327,"about_ca_system_score_gemma":0.0000152507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00184371,"about_ca_topic_score_gemma":0.004081288,"domain_scores_codex":[0.9988531,0.00004722204,0.0003817413,0.0002315799,0.0001788205,0.000307494],"domain_scores_gemma":[0.999285,0.0001572554,0.0001922485,0.0002266532,0.0001065898,0.00003223282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008785232,0.0001040102,0.981253,0.00003892984,0.0001445312,0.000003081897,0.01513958,0.0002350482,0.0004554497,0.0001234514,0.00006572276,0.002349381],"study_design_scores_gemma":[0.0006644764,0.0001137583,0.9779852,0.0000303584,0.0002287811,0.000004874514,0.01154286,0.001970396,0.007189238,0.00004123374,0.00009251256,0.000136312],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938635,0.00003726489,0.004133492,0.00001375514,0.0001421511,0.001200133,0.0004740549,0.0000408654,0.00009475884],"genre_scores_gemma":[0.9931932,8.677116e-7,0.005071227,0.0001178456,0.0001149304,0.0003401206,0.001048828,0.00001578006,0.00009719032],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006733788,"threshold_uncertainty_score":0.4265658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02578443121208018,"score_gpt":0.3065778783621816,"score_spread":0.2807934471501015,"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."}}