{"id":"W3128718591","doi":"10.1016/j.jpsychores.2021.110387","title":"Avoidable emergency department presentations for dental comorbidities of psychiatric disorders: A population-based record-linkage analysis","year":2021,"lang":"en","type":"article","venue":"Journal of Psychosomatic Research","topic":"Dental Health and Care Utilization","field":"Dentistry","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Population; Referral; Psychiatry; Mental health; Emergency department; Psychological intervention; Family medicine; Environmental health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004134858,0.0005379825,0.001065904,0.003290009,0.001473358,0.0018046,0.001488664,0.001280638,0.002357344],"category_scores_gemma":[0.01136431,0.000914558,0.002327208,0.00587182,0.0004950747,0.001711862,0.002200762,0.001388067,0.000436469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008343601,"about_ca_system_score_gemma":0.001400203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01085303,"about_ca_topic_score_gemma":0.01249712,"domain_scores_codex":[0.9932923,0.002221199,0.001039341,0.001909334,0.0009956494,0.0005421658],"domain_scores_gemma":[0.9925157,0.002255888,0.002889351,0.001119471,0.0009203931,0.0002992256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002958616,0.0001094071,0.9969276,0.00004426282,0.0006836622,0.0000926414,0.0001843433,0.00005139226,0.0001351294,0.00003584454,0.0002213133,0.001218628],"study_design_scores_gemma":[0.00008593207,0.0002336386,0.9963222,0.00003503695,0.000807512,0.0005354629,0.0007424325,0.0007291493,0.0001027844,0.00005850554,0.0003235039,0.00002386548],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965438,0.0003090573,0.0004911919,0.00004678722,0.000005591774,0.00006061348,0.002290315,0.000009812747,0.0002427846],"genre_scores_gemma":[0.9959136,0.0002340583,0.000848221,0.00005871738,0.000009953507,0.0001141274,0.002632378,0.00000983582,0.0001791945],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01085303,"threshold_uncertainty_score":0.02186751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05939562424054318,"score_gpt":0.4366638082343735,"score_spread":0.3772681839938303,"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."}}