{"id":"W4220895098","doi":"10.1111/bdi.13206","title":"Risk factors for early recurrence after discontinuing lithium in bipolar disorder","year":2022,"lang":"en","type":"article","venue":"Bipolar Disorders","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Aretaeus Foundation of Rome","keywords":"Bipolar disorder; Lithium (medication); Psychology; Psychiatry; Bipolar I disorder; Medicine; Clinical psychology; Oncology; Internal medicine; Mania","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004133391,0.000447448,0.0005281753,0.0004396678,0.0004354805,0.00004770002,0.0002575153,0.0001207154,0.0003812932],"category_scores_gemma":[0.0001808129,0.0004113163,0.0004145404,0.000723941,0.0001201086,0.0002175927,0.0002036307,0.000696963,0.00002022049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002057192,"about_ca_system_score_gemma":0.0001244169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003734094,"about_ca_topic_score_gemma":0.005449001,"domain_scores_codex":[0.9972119,0.0002159451,0.0005083872,0.0007698082,0.0004890486,0.0008049656],"domain_scores_gemma":[0.9987842,0.0002040509,0.0001752212,0.0005848322,0.00004521187,0.0002064643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003891067,0.000907275,0.8759963,0.00006019764,0.0001268147,0.000003583829,0.00317759,0.00002878963,0.00003291848,0.00008151034,0.00006916228,0.1191268],"study_design_scores_gemma":[0.002367212,0.0006391429,0.6246849,0.00002615084,0.0001676402,0.00000416988,0.001156561,0.0001591426,0.0000309083,0.0003556743,0.3700788,0.0003296983],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.837937,0.1576984,0.0007561829,0.0004989116,0.0004173965,0.001852778,0.0006038115,0.0001183603,0.0001172047],"genre_scores_gemma":[0.990852,0.006304375,0.0004314763,0.00007632552,0.00005096808,0.001252453,0.0002603706,0.0001065909,0.0006654629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3700096,"threshold_uncertainty_score":0.9998339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009893036365282614,"score_gpt":0.2470538531539812,"score_spread":0.2371608167886985,"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."}}