{"id":"W4282914280","doi":"10.3390/healthcare10050809","title":"Differential Methylation Analysis of Suicidal Ideation Severity in Schizophrenia with the Illumina MethylationEPIC Array","year":2022,"lang":"en","type":"article","venue":"Healthcare","topic":"Epigenetics and DNA Methylation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"University of Toronto; American Foundation for Suicide Prevention","keywords":"DNA methylation; Suicidal ideation; Epigenetics; Methylation; Schizophrenia (object-oriented programming); Differentially methylated regions; Biology; Bioinformatics; Genetics; Medicine; Clinical psychology; Psychology; Psychiatry; Poison control; Gene; Injury prevention; Gene expression; Environmental health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004625599,0.0002524285,0.0002760342,0.0006632064,0.0002209861,0.0003445385,0.0002145628,0.0002469078,0.002043939],"category_scores_gemma":[0.0008977746,0.0002499455,0.0003605869,0.0006439129,0.0001509676,0.00009686052,0.0003798491,0.0003551778,0.0002862383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002802441,"about_ca_system_score_gemma":0.0003388147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00473483,"about_ca_topic_score_gemma":0.009672126,"domain_scores_codex":[0.9996093,0.00009016963,0.00003087108,0.0001371772,0.0000836583,0.00004892751],"domain_scores_gemma":[0.9997712,0.0000401285,0.00006526737,0.00004428096,0.0000466533,0.00003255904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002174949,0.00008812713,0.5023805,0.0002563539,0.000807201,0.0001454693,0.0005719628,0.001658667,0.4317243,0.0003882071,0.001108543,0.05869571],"study_design_scores_gemma":[0.00005042012,0.000308676,0.9550711,0.00002768653,0.000299424,0.0004406703,0.0001156225,0.002992798,0.03851174,0.0004350146,0.001707667,0.00003912007],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869674,0.0005915769,0.006084215,0.00009614359,0.00001133758,0.00003706206,0.004973045,0.0001061817,0.001132996],"genre_scores_gemma":[0.9884402,0.0002869749,0.007310126,0.0000971014,0.000006962955,0.00007916695,0.002574451,0.00003352367,0.001171502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00473483,"threshold_uncertainty_score":0.009414554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01279288688689178,"score_gpt":0.2725718407840192,"score_spread":0.2597789538971274,"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."}}