{"id":"W4411333028","doi":"10.1016/j.ntt.2025.107463","title":"Constellation of traits of disorders? Challenging our definition of autism as an adverse outcome","year":2025,"lang":"en","type":"article","venue":"Neurotoxicology and Teratology","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Autism; Constellation; Outcome (game theory); Psychology; Adverse Outcome Pathway; Adverse effect; Medicine; Psychiatry; Internal medicine; Biology; Computational biology; Economics; Physics","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":[],"consensus_categories":[],"category_scores_codex":[0.0001421074,0.0001199754,0.0003834348,0.0003827597,0.00007687123,0.000002638896,0.0001680353,0.0001904467,0.00004664134],"category_scores_gemma":[0.0002103289,0.0001249405,0.00005040592,0.0002764926,0.0004385583,0.0001068643,0.00008921815,0.0002223344,0.000002545261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006660495,"about_ca_system_score_gemma":0.00007213504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001535431,"about_ca_topic_score_gemma":0.00003851252,"domain_scores_codex":[0.998396,0.0004597865,0.0004629364,0.0003437381,0.0001061867,0.0002313072],"domain_scores_gemma":[0.9991934,0.0003664433,0.0002093959,0.0001779511,0.00001269772,0.0000400989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002120984,0.0003724072,0.0542102,0.0001873711,0.00001144806,0.00001577156,0.0002988558,0.0000277643,0.1781751,0.7637334,0.000004025128,0.002751574],"study_design_scores_gemma":[0.004932092,0.0032869,0.3197826,0.0000753603,0.00007313099,0.0002169729,0.0004760036,0.002197928,0.4075194,0.2608511,0.000253073,0.0003353806],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874746,0.00005274525,0.0001928998,0.002774844,0.0001405856,0.0004916114,0.00001331366,0.00002372033,0.008835698],"genre_scores_gemma":[0.9995172,0.0001244486,0.00007488191,0.0002402554,0.000002560578,0.00001602599,0.000001591263,0.000008229979,0.00001481317],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5028823,"threshold_uncertainty_score":0.5094924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0435349392432396,"score_gpt":0.3389397212019974,"score_spread":0.2954047819587579,"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."}}