{"id":"W4385441631","doi":"10.1002/aur.2999","title":"Linkage of whole genome sequencing and administrative health data in autism: A proof of concept study","year":2023,"lang":"en","type":"article","venue":"Autism Research","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; Sunnybrook Health Science Centre; McMaster University; University of Toronto; Western University; Queen's University; North York General Hospital; Public Health Ontario; Hospital for Sick Children; McGill University; Institute for Clinical Evaluative Sciences; University Health Network; SickKids Foundation; Holland Bloorview Kids Rehabilitation Hospital","funders":"Ontario Brain Institute; Autism Speaks","keywords":"Autism; Health care; Medicine; Cohort; Psychiatry; Mental health; Cohort study; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05925183,0.001268207,0.001013429,0.002877743,0.001658698,0.003590447,0.002837914,0.002954554,0.004343885],"category_scores_gemma":[0.1198063,0.001298229,0.002790413,0.002573274,0.002140576,0.002735486,0.00456294,0.001726327,0.0006498598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001325844,"about_ca_system_score_gemma":0.004728273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01122348,"about_ca_topic_score_gemma":0.008482039,"domain_scores_codex":[0.9564747,0.03204999,0.001348254,0.004139104,0.00439095,0.001596991],"domain_scores_gemma":[0.8594974,0.1009294,0.01311789,0.0134809,0.009139438,0.003834946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00742875,0.002299317,0.9256268,0.0009005293,0.004447637,0.002505361,0.002103371,0.001351353,0.003985475,0.002384713,0.003389056,0.04357775],"study_design_scores_gemma":[0.009365872,0.01273588,0.9157988,0.0008570217,0.007670218,0.01015811,0.003831137,0.01350399,0.003207278,0.004966454,0.01753682,0.0003684268],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.96064,0.002523489,0.0238107,0.00214967,0.0003942388,0.001767965,0.00473256,0.0002913288,0.003689946],"genre_scores_gemma":[0.9585021,0.000856658,0.0340873,0.0008570453,0.0002638266,0.00183172,0.002937538,0.0001025702,0.0005612884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05925183,"threshold_uncertainty_score":0.3133574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3489062498595212,"score_gpt":0.4802119317962059,"score_spread":0.1313056819366846,"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."}}