{"id":"W2306184790","doi":"10.1542/peds.2014-3667d","title":"Early Screening of Autism Spectrum Disorder: Recommendations for Practice and Research","year":2015,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":299,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Autism Research Institute; Massachusetts General Hospital; National Institute of Mental Health; Organization for Autism Research","keywords":"Medicine; Autism spectrum disorder; Autism; Clinical Practice; MEDLINE; Psychiatry; 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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002241615,0.0001147471,0.0001649989,0.0004827625,0.0003186559,0.0001143366,0.0003620739,0.00008271069,0.00002116689],"category_scores_gemma":[0.009332546,0.0001192967,0.00003976621,0.00135437,0.0002037007,0.0005373749,0.0003514492,0.0004387254,0.00003100393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005103814,"about_ca_system_score_gemma":0.0002344599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000512848,"about_ca_topic_score_gemma":0.0000310381,"domain_scores_codex":[0.9974118,0.0004086974,0.0002957603,0.0004457842,0.0008536436,0.0005843201],"domain_scores_gemma":[0.995928,0.003295003,0.000137012,0.0003311339,0.00007336206,0.0002354413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0006582101,0.000973031,0.03261309,0.0002303986,0.00001794423,0.00002784089,0.00795013,0.00007178402,0.001028663,0.9075359,0.02098057,0.02791247],"study_design_scores_gemma":[0.006994593,0.003820108,0.01631888,0.00004124809,0.0001284389,0.0001025954,0.003418532,0.008051017,0.00730349,0.4843806,0.4683741,0.001066382],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4881525,0.002956226,0.06788154,0.4198756,0.0006926275,0.003442894,0.000316124,0.0002755508,0.01640701],"genre_scores_gemma":[0.9870092,0.001196652,0.01073213,0.0001106538,0.0001334175,0.00007897452,0.000006305222,0.0000402105,0.0006924284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4988568,"threshold_uncertainty_score":0.9990123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1500353970181003,"score_gpt":0.4142504912789217,"score_spread":0.2642150942608213,"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."}}