{"id":"W6901865692","doi":"10.60692/f83c8-n2d88","title":"Exploring the genetics of lithium response in bipolar disorders","year":2023,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Movement Disorders; Dalhousie University; McGill University; McGill University Health Centre","funders":"","keywords":"Lithium (medication); Depression (economics); Bipolar disorder; Suicidal ideation; Psychosis; Schizophrenia (object-oriented programming); Genetic load; Adverse effect; Diabetes mellitus","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":[0.0006752879,0.0004253231,0.0002873791,0.0007828578,0.0005530292,0.0006648873,0.0003201713,0.0004827135,0.002426059],"category_scores_gemma":[0.001826904,0.0001556825,0.0005826853,0.001271458,0.0003632161,0.0001992602,0.0004083515,0.000473056,0.0001880906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004583234,"about_ca_system_score_gemma":0.0003358718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006900511,"about_ca_topic_score_gemma":0.008006099,"domain_scores_codex":[0.9993834,0.0002246788,0.00005390955,0.0001711121,0.0000978282,0.00006892842],"domain_scores_gemma":[0.9990591,0.0002778161,0.0004331709,0.00006208719,0.00007304247,0.00009482518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005117031,0.00004596678,0.9869962,0.00004310628,0.0004170936,0.0006657256,0.0002657985,0.0002966679,0.002951702,0.000261681,0.0004339193,0.007110405],"study_design_scores_gemma":[0.00003346276,0.0001138052,0.9963526,0.00004045833,0.0002153137,0.0008527855,0.0001662084,0.0008588263,0.0003851794,0.0005147997,0.0004565226,0.00001017877],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969759,0.0006624142,0.0005812793,0.0002498123,0.00001232585,0.00001631872,0.0007312278,0.00001142423,0.0007591803],"genre_scores_gemma":[0.9988274,0.0001588085,0.0004180903,0.00009080801,0.00001232755,0.00001174298,0.000346794,0.000005810125,0.0001280933],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006900511,"threshold_uncertainty_score":0.01372069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07648453805981592,"score_gpt":0.2453321141240973,"score_spread":0.1688475760642814,"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."}}