{"id":"W6957997919","doi":"10.60692/9hr8n-5rb94","title":"Exploring the genetics of lithium response in bipolar disorders","year":2024,"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; McGill University; Douglas Mental Health University Institute; McGill University Health Centre; Dalhousie University; Montreal Neurological Institute and Hospital","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":[0.0005968351,0.0004038107,0.0003314113,0.0008265285,0.0005260141,0.000652015,0.0003243957,0.000498838,0.002601898],"category_scores_gemma":[0.001821081,0.0001549816,0.0006418995,0.001423735,0.0003369302,0.0001997345,0.0004125733,0.0004589692,0.0001966291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004501497,"about_ca_system_score_gemma":0.0003092645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007394221,"about_ca_topic_score_gemma":0.008309014,"domain_scores_codex":[0.999341,0.0002367411,0.00006080425,0.0001953055,0.00009403439,0.00007227463],"domain_scores_gemma":[0.999097,0.0002630347,0.0004214793,0.00005587891,0.00006904337,0.00009355994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005279397,0.00004385766,0.9865322,0.00005111689,0.0004999927,0.0006147794,0.0002242207,0.0002991424,0.002349129,0.0002601725,0.0005041043,0.008093335],"study_design_scores_gemma":[0.0000315174,0.0001059252,0.9964431,0.00004543291,0.0002421106,0.0007770221,0.0001427779,0.0008671,0.0003156799,0.000544133,0.0004744345,0.00001082586],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964306,0.0009485748,0.0006022434,0.0002664705,0.00001633359,0.00001680928,0.0009045272,0.00001231367,0.0008021519],"genre_scores_gemma":[0.9987829,0.0001878558,0.000378749,0.00009480456,0.00001482269,0.00001240023,0.0003784549,0.000005542375,0.0001444816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007394221,"threshold_uncertainty_score":0.01470238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05994190030721994,"score_gpt":0.2423614630257178,"score_spread":0.1824195627184979,"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."}}