{"id":"W4205722648","doi":"10.3390/dj10010008","title":"Risk Indicators and Treatment Needs of Children 2–5 Years of Age Receiving Dental Treatment under General Anesthesia in Saskatchewan","year":2022,"lang":"en","type":"article","venue":"Dentistry Journal","topic":"Dental Health and Care Utilization","field":"Dentistry","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Medicine; Residence; Cross-sectional study; Oral hygiene; Pediatrics; Family income; Body mass index; Demography; Oral health; Dentistry; Internal medicine","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":[0.0003758097,0.0002611719,0.0002405328,0.0008662707,0.001263949,0.0007104002,0.000707672,0.0003139889,0.001949629],"category_scores_gemma":[0.001059351,0.0003165398,0.0003787189,0.001610442,0.0004142209,0.0003615819,0.001062686,0.0007279325,0.0002042043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008179008,"about_ca_system_score_gemma":0.01074848,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.872516,"about_ca_topic_score_gemma":0.9452021,"domain_scores_codex":[0.9994474,0.00007591757,0.00005962181,0.00006251518,0.0001226657,0.0002318649],"domain_scores_gemma":[0.9990432,0.00008843133,0.0003145417,0.00002238333,0.0002180045,0.0003133498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002365028,0.00002709112,0.9959887,0.00001913206,0.00001840351,0.0001825504,0.0009876643,0.0000380292,0.0001829728,0.00002330421,0.0002697872,0.002238852],"study_design_scores_gemma":[0.000002401346,0.00002375518,0.9956158,0.0000244262,0.00000787691,0.0001292606,0.003816467,0.00006455331,0.00004496986,0.00000893247,0.0002560838,0.000005460341],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986444,0.0001551171,0.00002128204,0.0001312935,0.000002544013,0.0000152744,0.0005275434,0.000001951061,0.0005005541],"genre_scores_gemma":[0.9985412,0.0003555069,0.0001239097,0.0000952293,0.000002129199,0.00002474237,0.0005059812,0.000001599853,0.0003496643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.127484,"threshold_uncertainty_score":0.2564694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01103041548364338,"score_gpt":0.2706170577644771,"score_spread":0.2595866422808338,"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."}}