{"id":"W2344333340","doi":"10.1017/s1041610215002380","title":"Attitudes towards pharmacotherapy in late-life bipolar disorder","year":2016,"lang":"en","type":"article","venue":"International Psychogeriatrics","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of Toronto","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research","keywords":"Pharmacotherapy; Bipolar disorder; Lithium (medication); Psychiatry; Confounding; Adverse effect; Treatment of bipolar disorder; Mood stabilizer; Medicine; Lithium therapy; Psychology; Clinical psychology; Internal medicine; Mania","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001231445,0.0001549556,0.0001750162,0.0002638313,0.0000235339,0.00001904952,0.0001536137,0.00007775081,0.001534225],"category_scores_gemma":[0.00004556582,0.0001027531,0.0001106,0.0002197716,0.00003375655,0.0001212411,0.00002381077,0.00009476603,0.0002307721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001219217,"about_ca_system_score_gemma":0.00008442032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001219451,"about_ca_topic_score_gemma":0.00008424163,"domain_scores_codex":[0.9988671,0.00002318493,0.0002733172,0.0002936247,0.0003434203,0.0001993589],"domain_scores_gemma":[0.9995134,0.00003855636,0.0000610038,0.0001778447,0.00008755983,0.0001216687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003053441,0.000826939,0.8438439,0.0000114046,0.000199745,0.00001067133,0.0000807277,0.000004292678,0.004353084,0.0005286444,0.0009421877,0.1488931],"study_design_scores_gemma":[0.005896159,0.00009951731,0.6958784,0.00003788612,0.00002683574,0.000009257402,0.000005578847,0.00003773937,0.0004416085,0.0004576922,0.29697,0.0001393461],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9538387,0.01313235,0.002350631,0.0210894,0.001908032,0.0004336904,0.0001013729,0.0001176122,0.007028218],"genre_scores_gemma":[0.9898303,0.00670479,0.0004911033,0.0007192433,0.0002982235,0.00003663848,0.00002315442,0.00002966631,0.001866864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2960278,"threshold_uncertainty_score":0.9993785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01955528581980438,"score_gpt":0.3417639863103332,"score_spread":0.3222087004905288,"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."}}