{"id":"W3093691577","doi":"10.1007/s40474-020-00211-z","title":"An Umbrella Review of the Impact of Environment on the Productive Lives of Individuals with Autism and Other Neurodevelopmental Disabilities","year":2020,"lang":"en","type":"article","venue":"Current Developmental Disorders Reports","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; University of Alberta; McMaster University","funders":"Hamilton Health Sciences","keywords":"Autism; Psychology; Developmental psychology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003115259,0.0002806147,0.0003837226,0.00005140808,0.0001357543,0.00001472294,0.0003875317,0.00002506458,0.0002439216],"category_scores_gemma":[0.0004325161,0.000150266,0.0001101985,0.0004037558,0.001208488,0.0001329879,0.0003154438,0.000235132,0.000002506455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000682137,"about_ca_system_score_gemma":0.0003027116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003948508,"about_ca_topic_score_gemma":0.000003170219,"domain_scores_codex":[0.9972416,0.0003057145,0.0006629501,0.0006251952,0.0008849805,0.0002796061],"domain_scores_gemma":[0.9987407,0.0001519129,0.0005776982,0.0004222293,0.000009622181,0.00009788446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001371681,0.00166178,0.9385491,0.003046981,0.0001295841,0.000006354258,0.0272817,0.00007333102,0.01571543,0.001551793,0.0004189336,0.01142787],"study_design_scores_gemma":[0.0006060838,0.001197486,0.8926449,0.003360929,0.00005140479,0.0001316106,0.002774565,0.00003677222,0.09450913,0.002859586,0.001201212,0.0006262879],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934957,0.002006354,0.00000826935,0.001721487,0.00005214493,0.001703197,0.00006709791,0.00001497218,0.0009307788],"genre_scores_gemma":[0.9969305,0.002743148,0.00006228682,0.0001427944,0.000004271756,0.00006810777,0.000004878706,0.00002962941,0.00001436649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0787937,"threshold_uncertainty_score":0.6127669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05352823304925578,"score_gpt":0.3143630185754807,"score_spread":0.2608347855262249,"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."}}