{"id":"W4382518316","doi":"10.1016/j.acap.2023.06.031","title":"Lower Completion of Depression Screening and Higher Positivity Among Autistic Adolescents Across a Large Pediatric Primary Care Network","year":2023,"lang":"en","type":"article","venue":"Academic Pediatrics","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Health Economics","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; Maternal and Child Health Bureau; National Institute of Child Health and Human Development; National Institutes of Health; Children's Hospital of Philadelphia","keywords":"Autism; Depression (economics); Medicine; Logistic regression; Suicidal ideation; Psychiatry; Odds ratio; Cohort; Clinical psychology; Pediatrics; Poison control; Injury prevention","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006960173,0.0002469069,0.0003303755,0.0002327674,0.0005066374,0.0000388732,0.0004685044,0.0003666645,0.00001354812],"category_scores_gemma":[0.0003458461,0.000254856,0.00007929702,0.002128317,0.0001565989,0.0003227099,0.001237891,0.001181331,0.000042294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008941378,"about_ca_system_score_gemma":0.00006880637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003695016,"about_ca_topic_score_gemma":0.000006091228,"domain_scores_codex":[0.9964059,0.0002819214,0.0004366635,0.0007178899,0.0009688248,0.001188786],"domain_scores_gemma":[0.9987563,0.0004285626,0.0002819701,0.0003135132,0.00003215603,0.0001874399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007301222,0.00003614028,0.9958596,0.0004746819,0.000001745019,0.00004455912,0.0003770239,0.0001122781,0.0006610138,0.0002883634,0.0009510478,0.001120498],"study_design_scores_gemma":[0.0008716367,0.00004858208,0.996854,0.00006994166,0.00004097908,0.000005355146,0.00003131603,0.001143053,0.0001251192,0.000407353,0.0001516919,0.0002509797],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948956,0.001951126,0.001461668,0.0001239478,0.0003902016,0.0004797085,0.0002137373,0.0002534523,0.0002305647],"genre_scores_gemma":[0.9963273,0.002627786,0.00006310517,0.0001695167,0.0005871509,0.0000215801,0.00004958281,0.00005231102,0.0001017031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002350444,"threshold_uncertainty_score":0.9999903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02931339572219162,"score_gpt":0.3138333626396101,"score_spread":0.2845199669174185,"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."}}