{"id":"W2560732148","doi":"10.1002/gps.4635","title":"Current psychotropic medication prescribing patterns in late‐life bipolar disorder","year":2016,"lang":"en","type":"article","venue":"International Journal of Geriatric Psychiatry","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Work & Health; University of Alberta; Health Sciences Centre; Women's College Hospital; University of Toronto; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre","funders":"Canadian Institutes of Health Research; Canadian HIV Trials Network, Canadian Institutes of Health Research","keywords":"Bipolar disorder; Psychiatry; Medicine; Antipsychotic; Lithium (medication); Medical prescription; Treatment of bipolar disorder; Psychotropic Agent; Schizophrenia (object-oriented programming); Pediatrics; Mania","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002178536,0.0001563829,0.0002544416,0.0005696926,0.00002431879,0.00002024504,0.0002697953,0.00007677465,0.0003258158],"category_scores_gemma":[0.00007105106,0.0001002077,0.000195544,0.0001635017,0.00002641817,0.0002136356,0.00003229486,0.0002321526,0.0000330512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001638682,"about_ca_system_score_gemma":0.0003425291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005203431,"about_ca_topic_score_gemma":0.0001309803,"domain_scores_codex":[0.9981811,0.00005624906,0.0007255925,0.0001885,0.0006559236,0.0001926154],"domain_scores_gemma":[0.998959,0.0000451937,0.0004158618,0.0001724208,0.0002262852,0.0001812584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002766949,0.000784744,0.8728941,0.00001867626,0.0002153931,0.000008341664,0.0001161824,0.000003684733,0.0001833774,0.0002480338,0.000627938,0.1246228],"study_design_scores_gemma":[0.006289145,0.0002094032,0.9625381,0.0004874046,0.00009839147,0.0001008164,0.00004344622,0.00002122197,0.00002243131,0.001105535,0.02896936,0.0001147275],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9354551,0.03451485,0.006474689,0.01631844,0.006891909,0.0001769422,0.00002376053,0.00001749666,0.0001268508],"genre_scores_gemma":[0.9892244,0.00862328,0.0005935206,0.0001714612,0.001300196,0.000007537855,0.000009830294,0.00002068088,0.00004913635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1245081,"threshold_uncertainty_score":0.408635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01186126418103033,"score_gpt":0.2907428432211643,"score_spread":0.278881579040134,"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."}}