{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005858559,0.0001620163,0.0002516233,0.0004363342,0.0002480602,0.0003683936,0.0002513988,0.000330797,0.00188284],"category_scores_gemma":[0.004112301,0.0001403486,0.0005490303,0.0003899111,0.0001402296,0.0002214352,0.0002727102,0.0006908433,0.0001396821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001761576,"about_ca_system_score_gemma":0.0002613961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003500874,"about_ca_topic_score_gemma":0.004287304,"domain_scores_codex":[0.9996388,0.00010676,0.00004766033,0.00005877077,0.00008237496,0.0000657068],"domain_scores_gemma":[0.9964637,0.000712709,0.00216854,0.0001072534,0.0001716937,0.0003760894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001186746,0.00002536856,0.9979784,0.000009035594,0.00003140877,0.00008734856,0.00004048731,0.00003259989,0.00008588527,0.000009029477,0.00004909689,0.001532807],"study_design_scores_gemma":[0.00000286741,0.00005353883,0.9992914,0.000006442548,0.00002009436,0.0003790873,0.00004298209,0.0001260971,0.00001972414,0.00001221667,0.00004355911,0.000001966081],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988753,0.0006933835,0.00005339159,0.00007452631,0.000004588777,0.000004508764,0.00008222903,0.000003565441,0.000208339],"genre_scores_gemma":[0.9996054,0.0001235852,0.00005159679,0.00001320519,0.00001333418,0.000002532304,0.0001119025,0.000001473568,0.00007694125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003500874,"threshold_uncertainty_score":0.006960988,"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."}}