{"id":"W2898833496","doi":"10.4088/pcc.18m02340","title":"Factors That Impact Treatment Decisions","year":2018,"lang":"en","type":"article","venue":"The Primary Care Companion For CNS Disorders","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network","funders":"","keywords":"Depression (economics); Medicine; Psychiatry; Antidepressant medication; Bipolar disorder; Antidepressant; Family medicine; Mood; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005822617,0.0003349097,0.0003886732,0.0000992175,0.0004961441,0.00003500973,0.0001767313,0.00008071855,0.0001702198],"category_scores_gemma":[0.00002113088,0.0001723463,0.0005776596,0.0001713266,0.0002030178,0.00007178437,0.00005698551,0.00008640939,0.00005971994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005790315,"about_ca_system_score_gemma":0.0001956942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003893916,"about_ca_topic_score_gemma":0.001046119,"domain_scores_codex":[0.9988011,0.00004335312,0.0001898816,0.0003253075,0.0002429684,0.0003973483],"domain_scores_gemma":[0.9988067,0.0002080726,0.00007078431,0.0006338034,0.0001101544,0.000170522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007353343,0.001281691,0.7516593,0.00005955329,0.001164604,8.104197e-7,0.008915279,0.00001395241,0.0002092431,0.0005134388,0.002886815,0.2325599],"study_design_scores_gemma":[0.003834565,0.003021551,0.9056988,0.0000438699,0.00058091,0.000008954259,0.003124339,0.00006335841,0.0005746668,0.0006694875,0.08213096,0.0002485643],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9732448,0.009051059,0.002021544,0.0009866783,0.0004617205,0.002168984,0.0002849612,0.0002018344,0.01157846],"genre_scores_gemma":[0.9976138,0.0006176675,0.0002272629,0.0001552963,0.00008692944,0.00009979709,0.0008591969,0.00005042863,0.0002895766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2323114,"threshold_uncertainty_score":0.7028077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05912884273143375,"score_gpt":0.3244448951132157,"score_spread":0.2653160523817819,"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."}}