{"id":"W4382049886","doi":"10.21203/rs.3.rs-3068352/v1","title":"Immunogenetics of lithium response and psychiatric phenotypes in patients with bipolar disorder","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Douglas Mental Health University Institute; McGill University; Dalhousie University; McGill University Health Centre","funders":"Cilag; National Health and Medical Research Council; Gedeon Richter; Medical Research Council; H. Lundbeck A/S; Servier; Deutsche Forschungsgemeinschaft; GlaxoSmithKline; Bundesministerium für Bildung und Forschung; Neuraxpharm; Sunovion; Allergan; Eli Lilly and Company","keywords":"Bipolar disorder; Lithium (medication); Phenotype; Psychiatry; Psychology; Clinical psychology; Medicine; Genetics; Biology; Gene","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002243875,0.0001859821,0.0002778428,0.000524207,0.0002986302,0.0004946695,0.000138874,0.0003522236,0.002564231],"category_scores_gemma":[0.001589257,0.0001015337,0.000162253,0.0004616868,0.0001813455,0.0002192837,0.00016503,0.0003151378,0.0003257686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002022954,"about_ca_system_score_gemma":0.0001142036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009303537,"about_ca_topic_score_gemma":0.0008174112,"domain_scores_codex":[0.9998533,0.00006392819,0.00001341186,0.00002276821,0.00002226408,0.00002431015],"domain_scores_gemma":[0.9994895,0.0001995542,0.0001653758,0.00002573259,0.00004326561,0.00007646648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002203516,0.0001364964,0.98742,0.00001998233,0.0000709332,0.0004415575,0.000192656,0.000088969,0.002855358,0.00007432,0.0003626341,0.00613346],"study_design_scores_gemma":[0.00002241725,0.0001658533,0.9986706,0.000005432761,0.00002357999,0.0004012921,0.000164516,0.000112087,0.0001519974,0.0001150789,0.000163593,0.000003650926],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988284,0.000199305,0.00003319571,0.00007371586,0.000009039366,0.000003291711,0.0001261034,0.000003052464,0.000723978],"genre_scores_gemma":[0.9993304,0.0000700708,0.000044473,0.00005579652,0.00001440522,0.000004829411,0.0001526528,0.000003446675,0.000323956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002564231,"threshold_uncertainty_score":0.008578181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02946106360507413,"score_gpt":0.3462498625791033,"score_spread":0.3167887989740292,"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."}}