{"id":"W4391495886","doi":"10.1017/s1041610223003472","title":"P31: Prescribing patterns for older age bipolar disorder patients discharged from two public mental hospitals in Taiwan, 2006-2019","year":2023,"lang":"en","type":"article","venue":"International Psychogeriatrics","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"ImmunoPrecise (Canada)","funders":"","keywords":"Polypharmacy; Bipolar disorder; Lamotrigine; Medical prescription; Lithium (medication); Carbamazepine; Mood; Medicine; Psychiatry; Treatment of bipolar disorder; Mood stabilizer; Pediatrics; Internal medicine; Mania; Epilepsy; Pharmacology","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":[0.0002796156,0.0001872007,0.0002116584,0.0009083984,0.0002749101,0.0004615638,0.0002339073,0.0003618556,0.001479452],"category_scores_gemma":[0.001058756,0.0001836315,0.0005742602,0.001608525,0.000135381,0.0003728413,0.0004143153,0.0003612166,0.0002002153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001112238,"about_ca_system_score_gemma":0.0009414761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04385236,"about_ca_topic_score_gemma":0.06055579,"domain_scores_codex":[0.9996989,0.00003917576,0.00008777897,0.00006854237,0.00004783409,0.0000577737],"domain_scores_gemma":[0.998688,0.0001025307,0.0008667678,0.00003032788,0.0001275352,0.0001847455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008101777,0.00001830753,0.9978776,0.00002545356,0.00003024406,0.0001157704,0.0001127967,0.00004175663,0.0001058949,0.000005902287,0.0002573696,0.001327876],"study_design_scores_gemma":[0.000006786728,0.00003315079,0.9992562,0.00001170116,0.00001188027,0.0001138305,0.000281204,0.0001282943,0.0000281153,0.000002647107,0.0001231512,0.000002944271],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997948,0.000141116,0.00001638605,0.00009614685,0.000003220582,0.000008512402,0.001553165,0.000003246324,0.0002302665],"genre_scores_gemma":[0.9977298,0.0001281325,0.00003812036,0.00007064424,0.000007622181,0.00001742277,0.001809849,0.000001376541,0.0001971221],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04385236,"threshold_uncertainty_score":0.0871942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01599419999852085,"score_gpt":0.2987973162148715,"score_spread":0.2828031162163507,"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."}}