{"id":"W3041342449","doi":"10.1016/j.psychres.2020.113273","title":"The use of antidepressant medications for Bipolar I and II disorders","year":2020,"lang":"en","type":"article","venue":"Psychiatry Research","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Antidepressant; Bipolar disorder; Psychiatry; Medical prescription; Clinical psychology; Psychology; Major depressive disorder; Substance abuse; Medicine; Antidepressant medication; Autonomy; Internal medicine; Cognition; Anxiety","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":[0.0006382537,0.0001680046,0.0003248918,0.0009881731,0.0004067113,0.0009141741,0.0002611522,0.0006121169,0.003335075],"category_scores_gemma":[0.006408623,0.0001611529,0.000775928,0.001302911,0.000207336,0.0005380241,0.0003137373,0.0009727157,0.0003653097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006523149,"about_ca_system_score_gemma":0.000713093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005174836,"about_ca_topic_score_gemma":0.01639303,"domain_scores_codex":[0.9988829,0.000273375,0.0002665496,0.0001094938,0.0003751529,0.00009248169],"domain_scores_gemma":[0.9940889,0.001772435,0.003168977,0.0001443472,0.0005128159,0.0003126567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006971038,0.0001328177,0.9015226,0.0004304522,0.0007352898,0.0005757363,0.0002014837,0.00006039538,0.001238033,0.0004450732,0.001947005,0.09201387],"study_design_scores_gemma":[0.00001612743,0.0001211287,0.9935358,0.0001689864,0.0002104105,0.001236694,0.0001731853,0.00009374419,0.0001475654,0.000119453,0.004170519,0.000006465462],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8385402,0.1142239,0.0005049581,0.005197654,0.0008719914,0.00007164933,0.00442158,0.00002517062,0.03614301],"genre_scores_gemma":[0.9729826,0.02071045,0.0005443691,0.001403631,0.0005770091,0.00002265446,0.001251415,0.000006439008,0.002501434],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005174836,"threshold_uncertainty_score":0.01115698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1169351545891562,"score_gpt":0.3891495452471259,"score_spread":0.2722143906579698,"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."}}