{"id":"W2409496214","doi":"10.1097/pec.0000000000000705","title":"Managing Children With Autism Spectrum Disorders in Emergency Departments","year":2016,"lang":"en","type":"article","venue":"Pediatric Emergency Care","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Autism; Medicine; Autism spectrum disorder; Incidence (geometry); Emergency department; Psychiatry; Health care; Broad spectrum; Pediatrics; Medical emergency; Family medicine","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001281421,0.0004033989,0.0002776378,0.000618537,0.0002605915,0.00001791852,0.0008018517,0.00009773568,0.002777329],"category_scores_gemma":[0.00009212526,0.000298235,0.0001273744,0.001934272,0.00006536617,0.000444033,0.0002793001,0.00028865,0.0005350584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002022234,"about_ca_system_score_gemma":0.0001069915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003659608,"about_ca_topic_score_gemma":0.003368617,"domain_scores_codex":[0.9959881,0.0001812363,0.0005660396,0.001132178,0.0008797033,0.001252772],"domain_scores_gemma":[0.9988837,0.00004099255,0.0001710609,0.0006692753,0.000007460392,0.0002275255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003022121,0.0001179831,0.9912136,0.00003956727,0.000009074725,0.00001904769,0.0004655121,0.00002063731,0.0001733537,0.005255145,0.0003213771,0.002334471],"study_design_scores_gemma":[0.001453984,0.0002597196,0.9569298,0.000008438561,0.00004338945,0.00001080554,0.00007489245,0.0000223856,0.0009657414,0.03908359,0.0003803211,0.0007669138],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9724143,0.002058809,0.0004707735,0.009439329,0.0007821537,0.0011108,0.00007944465,0.0002492477,0.01339511],"genre_scores_gemma":[0.9707608,0.02794665,0.00003026906,0.00001700889,0.000158025,0.0001543354,0.000009008943,0.00008855813,0.0008353415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03428379,"threshold_uncertainty_score":0.999947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0109746695785887,"score_gpt":0.2672792587440947,"score_spread":0.256304589165506,"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."}}