{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002410041,0.00015761,0.0003154456,0.0004265014,0.0001642735,0.00003943995,0.0001491477,0.00006997826,0.0002753268],"category_scores_gemma":[0.000007470422,0.0001634769,0.0001343657,0.0004199791,0.00006925164,0.0000948322,0.0000540806,0.0002028237,0.000003348941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005880703,"about_ca_system_score_gemma":0.0001612147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001929717,"about_ca_topic_score_gemma":0.002245617,"domain_scores_codex":[0.9983773,0.0002576602,0.0005594847,0.0001588874,0.0003933381,0.0002533292],"domain_scores_gemma":[0.9991339,0.00003537871,0.0004911181,0.0001660088,0.00001728241,0.0001562479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001100355,0.0004132479,0.9441999,0.00001066639,0.00009595398,0.0009875045,0.001357959,0.0002147385,0.000392939,0.00001645002,0.00006412936,0.05213649],"study_design_scores_gemma":[0.002228082,0.0004904785,0.9771225,0.00002150575,0.00008596062,0.009855002,0.008908469,0.00002331894,0.001024079,0.00004616824,0.00007718531,0.0001172132],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985698,0.0007568395,0.00003315634,0.000006577134,0.000292812,0.0001933294,0.00009777222,0.000009907473,0.00003976524],"genre_scores_gemma":[0.9987435,0.0002548346,0.00009922924,0.00001722126,0.00007388343,0.00001358813,0.00008700096,0.00002256269,0.0006881666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05201928,"threshold_uncertainty_score":0.6666393,"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."}}