{"id":"W3137972473","doi":"10.2196/24754","title":"Retracted: Diagnostic Classification and Prognostic Prediction Using Common Genetic Variants in Autism Spectrum Disorder: Genotype-Based Deep Learning","year":2021,"lang":"en","type":"article","venue":"JMIR Medical Informatics","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":59,"is_retracted":true,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Autism spectrum disorder; Genotype; Deep learning; Artificial intelligence; Autism; Computer science; Medicine; Machine learning; Biology; Genetics; Psychiatry; Gene","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001929338,0.001030666,0.0005970433,0.0009431451,0.0005453273,0.000753518,0.002106925,0.001652006,0.004013612],"category_scores_gemma":[0.009566183,0.0003848666,0.0008550558,0.0005328778,0.0004667664,0.0009400164,0.001443269,0.002157039,0.001616581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001123847,"about_ca_system_score_gemma":0.001838022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02171772,"about_ca_topic_score_gemma":0.01702661,"domain_scores_codex":[0.9993787,0.000157219,0.00005457634,0.0002091492,0.0001124019,0.00008803551],"domain_scores_gemma":[0.9979016,0.0006754628,0.0001153649,0.0003407295,0.0007502977,0.0002165856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001099712,0.0005565236,0.1254264,0.0002935081,0.0005971697,0.00149828,0.0002352707,0.1123002,0.006438722,0.002590497,0.1024951,0.6464685],"study_design_scores_gemma":[0.0001523178,0.0002457527,0.0118194,0.00009777492,0.0001420925,0.0005473726,0.00008803507,0.9682143,0.004064463,0.007855208,0.006728203,0.00004515265],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5813047,0.007326326,0.3438178,0.0226882,0.004000895,0.0006007343,0.01429199,0.01611211,0.009857235],"genre_scores_gemma":[0.9154977,0.0007956635,0.06138293,0.002317144,0.0006245553,0.0001757573,0.01097756,0.0002646555,0.007964102],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.998348,"threshold_uncertainty_score":0.04318261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02607932696531847,"score_gpt":0.2996942078642613,"score_spread":0.2736148808989429,"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."}}