{"id":"W4310075491","doi":"10.3390/dj10120224","title":"The Oral Health Status and Treatment Needs of Pediatric Patients Living with Autism Spectrum Disorder: A Retrospective Study","year":2022,"lang":"en","type":"article","venue":"Dentistry Journal","topic":"Dental Health and Care Utilization","field":"Dentistry","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Medicine; Retrospective cohort study; Logistic regression; Referral; Autism spectrum disorder; Oral health; Pediatrics; Medical record; Autism; Dentistry; Internal medicine; Psychiatry; Family 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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004385228,0.000166738,0.0002537446,0.000152137,0.001619528,0.000152373,0.000156918,0.00002349658,0.0001460999],"category_scores_gemma":[0.00002765425,0.0001211843,0.00006039443,0.0005107262,0.00004501333,0.0001352837,0.0001372082,0.0003206682,0.000003756271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007599297,"about_ca_system_score_gemma":0.0002632676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005587919,"about_ca_topic_score_gemma":0.003605115,"domain_scores_codex":[0.9977662,0.0003860468,0.0004796213,0.0001758036,0.0007341426,0.0004581936],"domain_scores_gemma":[0.9988895,0.00006077209,0.0005671381,0.0001927296,0.00005378871,0.0002360457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00011269,0.0008416587,0.9909574,0.00001561593,0.0000663149,0.00004733353,0.001286441,0.00001667033,2.374955e-7,0.0001189567,0.0002710842,0.006265586],"study_design_scores_gemma":[0.002115619,0.003919607,0.9779255,0.000009658811,0.0000669173,0.0003558924,0.0150203,0.0000236093,5.472194e-7,0.00009848974,0.0003589871,0.000104873],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965137,0.001460608,0.00009566815,0.00004805097,0.001208808,0.0004875792,0.00009362012,0.00001902446,0.00007296861],"genre_scores_gemma":[0.9987254,0.0004348446,0.00001347367,0.00002518228,0.00008828841,0.00002894235,0.00001736903,0.00002334874,0.0006432094],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01373385,"threshold_uncertainty_score":0.9996802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01207285528965971,"score_gpt":0.2875144814058612,"score_spread":0.2754416261162014,"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."}}