{"id":"W4386028518","doi":"10.3390/children10081414","title":"Comorbidities Affecting Children with Autism Spectrum Disorder: A Retrospective Chart Review","year":2023,"lang":"en","type":"article","venue":"Children","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"University of Manitoba","keywords":"Comorbidity; Pediatrics; Medicine; Autism spectrum disorder; Etiology; Retrospective cohort study; Referral; Incidence (geometry); Autism; Medical record; Hypotonia; Psychiatry; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004833414,0.0004631954,0.0006038885,0.0004668248,0.0007371927,0.0001540876,0.0008633305,0.00009650963,0.0005737605],"category_scores_gemma":[0.0003625833,0.0003925684,0.0001707717,0.003197629,0.000415941,0.0003818251,0.0004653718,0.0007819035,0.001917237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001458925,"about_ca_system_score_gemma":0.0001189366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002846572,"about_ca_topic_score_gemma":0.0001177416,"domain_scores_codex":[0.9958795,0.0002954573,0.0003589444,0.001205002,0.00103104,0.001230088],"domain_scores_gemma":[0.9984832,0.0001745279,0.0001978544,0.0009214098,0.000009056204,0.0002139427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005248722,0.0003043163,0.9103835,0.0002634636,0.0001571503,0.0001148826,0.0009141573,0.00002732726,0.0007329277,0.07221729,0.01201115,0.002821411],"study_design_scores_gemma":[0.0009264386,0.0003667654,0.9859735,0.0006419073,0.00004678522,0.0003828965,0.00002547186,0.00005781533,0.003838928,0.006750471,0.0003769897,0.0006120354],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9616371,0.002789379,0.00006802732,0.02480123,0.0001560285,0.002613082,0.0001723912,0.001586563,0.0061762],"genre_scores_gemma":[0.987197,0.009946197,0.00002407126,0.0007561177,0.0001452958,0.0001419222,0.00009201801,0.0001336802,0.001563711],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07559006,"threshold_uncertainty_score":0.9998526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02003767329472226,"score_gpt":0.2803540424885276,"score_spread":0.2603163691938054,"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."}}